Journal Articles

Antik Mallick, Zijian Zhao, Mohammad Khairul Bashar, Shamiul Alam, Md Mazharul Islam, Yi Xiao, Yixin Xu, Ahmedullah Aziz, Vijaykrishnan Narayanan, Kai Ni and Nikhil Shukla, 2023, "CMOS-compatible ising machines built using bistable latches coupled through ferroelectric transistor arrays", Scientific Reports, 13, (1)

Zheyu Li, Bin Li, Kevin W. Eliceiri and Vijaykrishnan Narayanan, 2023, "Computationally efficient adaptive decompression for whole slide image processing", Biomedical Optics Express, 14, (2), pp. 667-686

Abhijeet Kumar, Samuel Abrams, Abhishek Kumar and Vijaykrishnan Narayanan, 2023, "STAR: Efficient SpatioTemporal Modeling for Action Recognition", Circuits, Systems, and Signal Processing, 42, (2), pp. 705-723

Wenjun Tang, Mingyen Lee, Juejian Wu, Yixin Xu, Yao Yu, Yongpan Liu, Kai Ni, Yu Wang, Huazhong Yang, Vijaykrishnan Narayanan and Xueqing Li, 2023, "FeFET-Based Logic-in-Memory Supporting SA-Free Write-Back and Fully Dynamic Access With Reduced Bitline Charging Activity and Recycled Bitline Charge", IEEE Transactions on Circuits and Systems I: Regular Papers

Abhishek Hanchate, Parth Sanjaybhai Dave, Ankur Verma, Akash Tiwari, Cyan Subhra Mishra, Soundar RT Kumara, Anil Srivastava, Hui Yang, Vijaykrishnan Narayanan, John Sampson and others, 2023, "A Graphical Representation of Sensor Mapping for Machine Tool Fault Monitoring and Prognostics for Smart Manufacturing", Smart and Sustainable Manufacturing Systems, 7, (1), pp. 82--110

Yixin Xu, Yi Xiao, Zijian Zhao, M\"uller, Franz, Alptekin Vardar, Xiao Gong, Sumitha George, K\"ampfe, Thomas, Vijaykrishnan Narayanan and Kai Ni, 2023, "Embedding security into ferroelectric FET array via in situ memory operation", Nature Communications, 14, (1), pp. 8287

Zhouhang Jiang, Zixiang Guo, Xuyi Luo, Munazza Sayed, Zubair Faris, Halid Mulaosmanovic, Stefan Duenkel, Steven Soss, Sven Beyer, Xiao Gong, Santosh Kurinec others, Vijaykrishnan Narayanan, Hussam Amrouch, En Xia Zhang, Daniel M Fleetwood, Ronald D Schrimpf and Kai Ni, 2023, "Evaluating the Robustness of Complementary Channel Ferroelectric FETs Against Total Ionizing Dose Towards Radiation-Tolerant Embedded Nonvolatile Memory", IEEE Electron Device Letters

Ikenna Okafor, Akshay Krishna Ramanathan, Nagadastagiri Reddy Challapalle, Zheyu Li and Vijaykrishnan Narayanan, 2023, "Fusing in-storage and near-storage acceleration of convolutional neural networks", ACM Journal on Emerging Technologies in Computing Systems, 20, (1), pp. 1--22

Yi Xiao, Shan Deng, Zijian Zhao, Zubair Faris, Yixin Xu, Tzu-Jung Huang, Vijaykrishnan Narayanan and Kai Ni, 2023, "Quasi-nondestructive read out of ferroelectric capacitor polarization by exploiting a 2tnc cell to relax the endurance requirement", IEEE Electron Device Letters

Tongguang Yu, Yixin Xu, Shan Deng, Zijian Zhao, Nicolas Jao, You Sung Kim, Stefan Duenkel, Sven Beyer, Kai Ni, Sumitha George and Vijaykrishnan Narayanan, 2022, "Hardware functional obfuscation with ferroelectric active interconnects", Nature Communications, 13, (1)

Zhouhang Jiang, Zijian Zhao, Shan Deng, Yi Xiao, Yixin Xu, Halid Mulaosmanovic, Stefan Duenkel, Sven Beyer, Scott Meninger, Mohamed Mohamed, Rajiv Joshi, Xiao Gong, Santosh Kurinec, Vijaykrishnan Narayanan and Kai Ni, 2022, "On the Feasibility of 1T Ferroelectric FET Memory Array", IEEE Transactions on Electron Devices, 69, (12), pp. 6722-6730

Xiaoyang Ma, Hongtao Zhong, Nuo Xiu, Yiming Chen, Guodong Yin, Vijaykrishnan Narayanan, Yongpan Liu, Kai Ni, Huazhong Yang and Xueqing Li, 2022, "CapCAM: A Multilevel Capacitive Content Addressable Memory for High-Accuracy and High-Scalability Search and Compute Applications", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 30, (11), pp. 1770-1782

Hanlin Lu, Ting He, Shiqiang Wang, Changchang Liu, Mehrdad Mahdavi, Vijaykrishnan Narayanan, Kevin S. Chan and Stephen Pasteris, 2022, "Communication-Efficient k-Means for Edge-Based Machine Learning", IEEE Transactions on Parallel and Distributed Systems, 33, (10), pp. 2509-2523

Sooyeon Lee, Nelson Daniel Aldas, Chonghan Lee, Mary Beth Rosson, John M Carroll and Vijaykrishnan Narayanan, 2022, "AIGuide: Augmented Reality Hand Guidance in a Visual Prosthetic", ACM Transactions on Accessible Computing, 15, (2)

Tianyi Shen, Cyan Subhra Mishra, Jack Sampson, Mahmut T Kandemir and Vijaykrishnan Narayanan, 2022, "An Efficient Edge-Cloud Partitioning of Random Forests for Distributed Sensor Networks", IEEE Embedded Systems Letters

Yiming Chen, Yushen Fu, Mingyen Lee, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang and Xueqing Li, 2022, "FAST: A Fully-Concurrent Access SRAM Topology for High Row-wise Parallelism Applications Based on Dynamic Shift Operations", IEEE Transactions on Circuits and Systems II: Express Briefs

Nicholas Jao, Yi Xiao, Atanu K. Saha, Sumeet Gupta and Vijaykrishnan Narayanan, 2021, "Design Space Exploration of Ferroelectric Tunnel Junction Toward Crossbar Memories", IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 7, (2), pp. 115-122

Nicholas Jao, Akshay Krishna Ramanathan, John Sampson and Vijaykrishnan Narayanan, 2021, "Sparse Vector-Matrix Multiplication Acceleration in Diode-Selected Crossbars", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 29, (12), pp. 2186-2196

Keni Qiu, Nicholas Jao, Kunyu Zhou, Yongpan Liu, Jack Sampson, Mahmut T Kandemir and Vijaykrishnan Narayanan, 2021, "MaxTracker: Continuously Tracking the Maximum Computation Progress for Energy Harvesting ReRAM-based CNN Accelerators", ACM Transactions on Embedded Computing Systems, 20, (5s)

Akshay Krishna Ramanathan, Srivatsa Srinivasa Rangachar, Hariram Thirucherai Govindarajan, Je-Min Hung, Chun-Ying Lee, Cheng-Xin Xue, Sheng-Po Huang, Fu-Kuo Hsueh, Chang-Hong Shen, Jia-Min Shieh, others and N, 2021, "CiM3D: Comparator-in-Memory Designs Using Monolithic 3-D Technology for Accelerating Data-Intensive Applications", IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 7, (1), pp. 79--87

Feng Shi, Chonghan Lee, Liang Qiu, Yizhou Zhao, Tianyi Shen, Shivran Muralidhar, Tian Han, Song-Chun Zhu and Vijaykrishnan Narayanan, 2021, "STAR: Sparse Transformer-based Action Recognition", arXiv preprint arXiv:2107.07089

Feng Shi, Chonghan Lee, Mohammad Khairul Bashar, Nikhil Shukla, Song-Chun Zhu and Vijaykrishnan Narayanan, 2021, "Transformer-based Machine Learning for Fast SAT Solvers and Logic Synthesis", arXiv preprint arXiv:2107.07116

Hongtao Zhong, Shengjie Cao, Li Jiang, Xia An, Vijaykrishnan Narayanan, Yongpan Liu, Huazhong Yang and Xueqing Li, 2021, "DyTAN: Dynamic Ternary Content Addressable Memory Using Nanoelectromechanical Relays", IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Nagadastagiri Challapalle, Sahithi Rampalli, Nicholas Jao, Akshaykrishna Ramanathan, John Sampson and Vijaykrishnan Narayanan, 2020, "FARM: A flexible accelerator for recurrent and memory augmented neural networks", Journal of Signal Processing Systems, 92, (11), pp. 1247--1261

Skyler Anderson, Nagadastagiri Challapalle, John Sampson and Vijaykrishnan Narayanan, 2020, "Adaptive Neural Network Architectures for Power Aware Inference", IEEE Des. Test, 37, (2), pp. 66--75

Chongala, SR Swamy Saranam, Sumitha George, Hariram Thirucherai Govindarajan, Jagadish Kotra, Madhu Mutyam, John Sampson, Mahmut T Kandemir and Vijaykrishnan Narayanan, 2020, "Optimization of Intercache Traffic Entanglement in Tagless Caches With Tiling Opportunities", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39, (11), pp. 3881--3892

Hanlin Lu, Ming-Ju Li, Ting He, Shiqiang Wang, Vijaykrishnan Narayanan and Kevin S Chan, 2020, "Robust coreset construction for distributed machine learning", IEEE Journal on Selected Areas in Communications, 38, (10), pp. 2400--2417

Insik Yoon, Asif Khan, Suman Datta, Arijit Raychowdhury, Muya Chang, Kai Ni, Matthew Jerry, Samantak Gangopadhyay, Gus Henry Smith, Tomer Hamam, Justin Romberg and Vijaykrishnan Narayanan, 2019, "A FerroFET-Based In-Memory Processor for Solving Distributed and Iterative Optimizations via Least-Squares Method", IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 5, (2), pp. 132-141

Yuhua Liang, Zhangming Zhu, Xueqing Li, Sumeet Gupta, Suman Datta and Vijaykrishnan Narayanan, 2019, "Utilization of Negative-Capacitance FETs to Boost Analog Circuit Performances", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 27, (12), pp. 2855-2860

Jinhang Choi, Zeinab Hakimi, John Sampson and Vijaykrishnan Narayanan, 2019, "Byzantine-Tolerant Inference in Distributed Deep Intelligent System: Challenges and Opportunities", 9, (3), pp. 509-519

Arijit Raychowdhury, Abhinav Parihar, Gus Henry Smith, Vijaykrishnan Narayanan, Gyorgy Csaba, Matthew Jerry, Wolfgang Porod and Suman Datta, 2019, "Computing With Networks of Oscillatory Dynamical Systems", PROCEEDINGS OF THE IEEE, 107, (1), pp. 73-89

Zhesheng Shen, Srivatsa Srinivasa, Ahmedullah Aziz, Suman Datta, Vijaykrishnan Narayanan and Sumeet Gupta, 2019, "SRAMs and DRAMs With Separate Read-Write Ports Augmented by Phase Transition Materials", IEEE TRANSACTIONS ON ELECTRON DEVICES, 66, (2), pp. 929-937

Xueqing Li, Juejian Wu, Kai Ni, Sumitha George, Kaisheng Ma, John Sampson, Sumeet Gupta, Yongpan Liu, Huazhong Yang, Suman Datta and others, 2019, "Design of 2t/cell and 3t/cell nonvolatile memories with emerging ferroelectric fets", IEEE Design \& Test, 36, (3), pp. 39--45

Srivatsa Srinivasa, Akshay Krishna Ramanathan, Xueqing Li, Wei-Hao Chen, Sumeet Gupta, Meng-Fan Chang, Swaroop Ghosh, Jack Sampson and Vijaykrishnan Narayanan, 2019, "Robin: Monolithic-3d sram for enhanced robustness with in-memory computation support", IEEE Transactions on Circuits and Systems I: Regular Papers, 66, (7), pp. 2533--2545

Neel Gala, Sarada Krithivasan, Wei-Yu Tsai, Xueqing Li, Vijaykrishnan Narayanan and V. Kamakoti, 2018, "An Accuracy Tunable Non-Boolean Co-Processor Using Coupled Nano-Oscillators", ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 14, (1)

Yuhua Liang, Xueqing Li, Sumeet Gupta, Suman Datta and Vijaykrishnan Narayanan, 2018, "Analysis of DIBL Effect and Negative Resistance Performance for NCFET Based on a Compact SPICE Model", IEEE TRANSACTIONS ON ELECTRON DEVICES, 65, (12), pp. 5525-5529

Srivatsa Srinivasa, Xueqing Li, Meng-Fan Chang, John Sampson, Sumeet Gupta and Vijaykrishnan Narayanan, 2018, "Compact 3-D-SRAM Memory With Concurrent Row and Column Data Access Capability Using Sequential Monolithic 3-D Integration", IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 26, (4), pp. 671-683

Kaisheng Ma, Jinyang Li, Xueqing Li, Yongpan Liu, Yuan Xie, Mahmut T Kandemir, Jack Sampson and Vijaykrishnan Narayanan, 2018, "IAA: Incidental Approximate Architectures for Extremely Energy-Constrained Energy Harvesting Scenarios using IoT Nonvolatile Processors", IEEE MICRO, 38, (4), pp. 11-19

Yuhua Liang, Xueqing Li, Sumitha George, Srivatsa Srinivasa, Zhangming Zhu, Sumeet Gupta, Suman Datta and Vijaykrishnan Narayanan, 2018, "Influence of Body Effect on Sample-and-Hold Circuit Design Using Negative Capacitance FET", IEEE TRANSACTIONS ON ELECTRON DEVICES, 65, (9), pp. 3909-3914

Xueqing Li, Sumitha George, Yuhua Liang, Kaisheng Ma, Kai Ni, Ahmedullah Aziz, Sumeet Gupta, John Sampson, Meng-Fan Chang, Yongpan Liu, Huazhong Yang, Suman Datta and Vijaykrishnan Narayanan, 2018, "Lowering Area Overheads for FeFET-Based Energy-Efficient Nonvolatile Flip-Flops", IEEE TRANSACTIONS ON ELECTRON DEVICES, 65, (6), pp. 2670-2674

Sumitha George, Xueqing Li, Minli Julie Liao, Kaisheng Ma, Srivatsa Srinivasa, Karthik Mohan, Ahmedullah Aziz, John Sampson, Sumeet Gupta and Vijaykrishnan Narayanan, 2018, "Symmetric 2-D-Memory Access to Multidimensional Data", IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 26, (6), pp. 1040-1050

Xueqing Li, Sumitha George, Kaisheng Ma, Wei-Yu Tsai, Ahmedullah Aziz, John Sampson, Sumeet Gupta, Meng-Fan Chang, Yongpan Liu, Suman Datta and Vijaykrishnan Narayanan, 2017, "Advancing Nonvolatile Computing with Nonvolatile NCFET Latches and Flip-Flops", IEEE Transactions On Circuits and Systems I: Regular Papers, 64, (11), pp. 2907-2919

Xueqing Li, John Sampson, Asif Khan, Kaisheng Ma, Sumitha George, Ahmedullah Aziz, Sumeet Gupta, Sayeef Salahuddin, Meng-Fan Chang, Suman Datta and Vijaykrishnan Narayanan, 2017, "Enabling Energy-Efficient Nonvolatile Computing with Negative Capacitance FET", IEEE Transactions on Electron Devices, 64, (8), pp. 3452-3458

Xueqing Li, Kaisheng Ma, Sumitha George, Win-San Khwa, John Sampson, Sumeet Gupta, Yongpan Liu, Meng-Fan Chang, Suman Datta and Vijaykrishnan Narayanan, 2017, "Design of Nonvolatile SRAM with Ferroelectric FETs for Energy-Efficient Backup and Restore", IEEE Transactions on Electron Devices, 64, (7), pp. 3037-3040

Kaisheng Ma, Xueqing Li, Xiao Shen, Yiqun Wang, Huichu Liu, Shuangchen Li, Karthik Swaminathan, Yongpan Liu, Yuan Xie, John Sampson and Vijaykrishnan Narayanan, 2017, "Dynamic power and energy management for energy harvesting nonvolatile processor systems", ACM Transactions on Embedded Computing Systems (TECS), 16, (4)

Siddharth Advani, Peter A. Zientara, Nikhil Shukla, Ikenna Okafor, Kevin M. Irick, John Sampson, Suman Datta and Vijaykrishnan Narayanan, 2017, "A Multitask Grocery Assist System for the Visually Impaired: Smart glasses, gloves, and shopping carts provide auditory and tactile feedback", IEEE Consumer Electronics Magazine, 6, (1), pp. 73-81

Peter A. Zientara, Sooyeon Lee, Gus H. Smith, Rorry Brenner, Laurent Itti, Mary Beth Rosson, John M. Carroll, Kevin M. Irick and Vijaykrishnan Narayanan, 2017, "Third Eye: A Shopping Assistant for the Visually Impaired", IEEE Computer, 52, (2), pp. 16-24

Tsai Wei-Yu, Davis R. Barch, Andrew S. Cassidy, Michael V. DeBole, Alexander Andreopoulos, Bryan L. Jackson, Myron D. Flickner, John V. Arthur, Dharmendra S. Modha, John Sampson and Vijaykrishnan Narayanan, 2017, "Always-On Speech Recognition Using TrueNorth, a Reconfigurable, Neurosynaptic Processor", IEEE Transactions Computers, 66, (6), pp. 996-1007

Yinan Sun, , Zhe Yuan, Yongpan Liu, X. Li, Yu Wang, Qi Wei, Yiqun Wang and Vijaykrishnan Narayanan, 2017, "Maximum Energy Efficiency Tracking Circuits for Converter-Less Energy Harvesting Sensor Nodes", IEEE Transactions on Circuits and Systems, 64-II, (6), pp. 670-674

Yang Xiao, Siddharth Advani, Donghwa Shin, Naehyuck Chang, John Sampson and Vijaykrishnan Narayanan, 2016, "A Saliency-Driven LCD Power Management System", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 24, (8), pp. 2689–2702

Wei-Yu Tsai, Davis Barch, Andrew Cassidy, Mike Debole, Alexander Andreopoulos, Bryan Jackson, Myron Flickner, John Arthur, Dharmendra Modha, Jack Sampson and Vijaykrishnan Narayanan, 2016, "Always-on Speech Recognition using TrueNorth, a Reconfigurable, Neurosynaptic Processor", IEEE Transactions on Computers, (99)

Ching-Hsuan Ho, Yung-Chih Chen, Chun-Yao Wang, Ching-Yi Huang, Suman Datta and Vijaykrishnan Narayanan, 2016, "Area-Aware Decomposition for Single-Electron Transistor Arrays", ACM Transactions on Design Automation of Electronic Systems (TODAES), 21, (4), pp. 70

Moon Seok Kim, William Cane-Wissing, Xueqing Li, Jack Sampson, Suman Datta, Sumeet Gupta and Vijaykrishnan Narayanan, 2016, "Comparative area and parasitics analysis in FinFET and heterojunction vertical TFET standard cells", ACM Journal on Emerging Technologies in Computing Systems (JETC), 12, (4), pp. 38

Srivatsa Srinivasa, Ahmedullah Aziz, Nikhil Shukla, Xueqing Li, John Sampson, Suman Datta, Jaydeep P Kulkarni, Vijaykrishnan Narayanan and Sumeet Gupta, 2016, "Correlated Material Enhanced SRAMs With Robust Low Power Operation", IEEE Transactions on Electron Devices, 63, (12), pp. 4744–4752

Ching-Yi Huang, Yun-Jui Li, Chian-Wei Liu, Chun-Yao Wang, Yung-Chih Chen, Suman Datta and Vijaykrishnan Narayanan, 2016, "Diagnosis and Synthesis for Defective Reconfigurable Single-Electron Transistor Arrays", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 24, (6), pp. 2321–2334

Wei-Yu Tsai, Xueqing Li, Matthew Jerry, Baihua Xie, Nikhil Shukla, Huichu Liu, Nandhini Chandramoorthy, Matthew Cotter, Arijit Raychowdhury, Donald M Chiarulli, Steven P. Levitan, Suman Datta, John Sampson, Nagarajan Ranganathan and Vijaykrishnan Narayanan, 2016, "Enabling new computation paradigms with hyperFET-an emerging device", IEEE Transactions on Multi-Scale Computing Systems, 2, (1), pp. 30–48

Ikenna J Okafor, Kevin M Irick and Vijaykrishnan Narayanan, 2016, "Exploration of Hardware Acceleration for a Neuromorphic Visual Classification System", The Penn State McNair Journal, pp. 77

Moon Seok Kim, Xueqing Li, Huichu Liu, John Sampson, Suman Datta and Vijaykrishnan Narayanan, 2016, "Exploration of low-power high-SFDR current-steering D/A converter design using steep-slope heterojunction Tunnel FETs", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 24, (6), pp. 2299–2309

Yinan Sun, Zhe Yuan, Yongpan Liu, Xueqing Li, Yiqun Wang, Qi Wei, Yu Wang, Vijaykrishnan Narayanan and Huazhong Yang, 2016, "Maximum Energy Efficiency Tracking Circuits for Converter-less Energy Harvesting Sensor Nodes", IEEE Transactions on Circuits and Systems II: Express Briefs

Kaisheng Ma, Xueqing Li, Karthik Swaminathan, Yang Zheng, Shuangchen Li, Yongpan Liu, Yuan Xie, John Sampson and Vijaykrishnan Narayanan, 2016, "Nonvolatile Processor Architectures: Efficient, Reliable Progress with Unstable Power", IEEE Micro, 36, (3), pp. 72–83

John Sustersic, Brad Wyble, Siddharth Advani and Vijaykrishnan Narayanan, 2016, "Towards a unified multiresolution vision model for autonomous ground robots", Robotics and Autonomous Systems, 75, pp. 221–232

Chian-Wei Liu, Chang-En Chiang, Ching-Yi Huang, Yung-Chih Chen, Chun-Yao Wang, Suman Datta and Vijaykrishnan Narayanan, 2015, "Synthesis for Width Minimization in the Single-Electron Transistor Array", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 23, (12), pp. 2862–2875

Dan Hammerstrom and Vijaykrishnan Narayanan, 2015, "Introduction to Special Issue on Neuromorphic Computing", Journal on Emerging Technologies in Computing Systems, 11, (4), pp. 32

L. Liu, X. Li, Vijaykrishnan Narayanan and Suman Datta, 2015, "A Reconfigurable Low-Power BDD Logic Architecture Using Ferroelectric Single-Electron Transistors", IEEE Transactions on Electron Devices, 62, (3), pp. 1052-1057

Kaisheng Ma*, Xueqing Li, Shuangchen Li, Yongpan Liu, John Sampson, Yuan Xie and Vijaykrishnan Narayanan, 2015, "Nonvolatile Processor Architecture Exploration for Energy-HarvestingApplications", IEEE Micro, 35, (5), pp. 32–40

Vijaykrishnan Narayanan, Charles J. Alpert and Sara Dailey, 2015, "Editorial", IEEE Trans. on CAD of Integrated Circuits and Systems, 34, (1), pp. 1

Huichu Liu, Xueqing Li, Ramesh Vaddi, Kaisheng Ma, Suman Datta and Vijaykrishnan Narayanan, 2014, "Tunnel FET RF Rectifier Design for Energy Harvesting Applications", IEEE Journal on Emerg. Sel. Topics Circuits Systems, 4, (4), pp. 400–411

Jia Zhan, Nikolay Stoimenov, Jin Ouyang, Lothar Thiele, Vijaykrishnan Narayanan and Yuan Xie, 2014, "Optimizing the NoC Slack Through Voltage and Frequency Scaling inHard Real-Time Embedded Systems", IEEE Trans. on CAD of Integrated Circuits and Systems, 33, (11), pp. 1632–1643

Moon Seok Kim, Huichu Liu, Xueqing Li, Suman Datta and Vijaykrishnan Narayanan, 2014, "A Steep-Slope Tunnel FET Based SAR Analog-to-Digital Converter", IEEE Transactions on Electron Devices, 61, (11), pp. 3661-3667

Yong Cheol Peter Cho, Nandhini Chandramoorthy, Kevin M Irick and Vijaykrishnan Narayanan, 2014, "Accelerating Multiresolution Gabor Feature Extraction for Real TimeVision Applications", Signal Processing Systems, 76, (2), pp. 149–168

Huichu Liu, M. Cotter, Suman Datta and Vijaykrishnan Narayanan, 2014, "Soft-Error Performance Evaluation on Emerging Low Power Devices", IEEE Transactions on Device and Materials Reliability, 14, (2), pp. 732-741

Nikhil Shukla, Abhinav Parihar, Eugene Freeman, Hanjong Paik, Greg Stone, Vijaykrishnan Narayanan, Haidan Wen, Zhonghou Cai, Venkatraman Gopalan, Roman Engel-Herbert, Darrell G. Schlom, Arijit Raychowdhury and Suman Datta, 2014, "Synchronized charge oscillations in correlated electron systems", Scientific Reports, 4, (4964), pp. 6

Suman Datta, Huichu Liu and Vijaykrishnan Narayanan, 2014, "Tunnel FET technology: A reliability perspective", Microelectronics Reliability, 54, (5), pp. 861–874

R. Pandey, V. Saripalli, J.P. Kulkarni, Vijaykrishnan Narayanan and Suman Datta, 2014, "Impact of Single Trap Random Telegraph Noise on Heterojunction TFET SRAM Stability", IEEE Electron Device Letters, 35, (3), pp. 393-395

R. Pandey, B. Rajamohanan, Huichu Liu, Vijaykrishnan Narayanan and Suman Datta, 2014, "Electrical Noise in Heterojunction Interband Tunnel FETs", IEEE Transactions on Electron Devices, 61, (2), pp. 552-560

Vijaykrishnan Narayanan, 2014, "Editorial", IEEE Trans. on CAD of Integrated Circuits and Systems, 33, (1), pp. 1

R. Mukundrajan, M. Cotter, V. Saripalli, M. J. Irwin, S. Datta and Vijaykrishnan Narayanan, 2013, "Design of Energy-efficient Circuits and Systems Using Tunnel Field Effect Transistors", IET Circuits, Devices & Systems (IET-CDS), Special Issue: Design Methodologies for Nanoelectronic Digital and Analogue Circuits, 7, (5), pp. 294-303

Y. Chen, S. Eachempati, C.-Y. Wang, S. Datta, Y. Xie and Vijaykrishnan Narayanan, 2013, "A Synthesis Algorithm for Reconfigurable Single-Electron Transistor Arrays", ACM Journal on Emerging Technologies in Computing Systems, 9, (1), pp. 20

A. Maashri, M. Cotter, N. Chandramoorthy, M. DeBole, C.-L. Yu, Vijaykrishnan Narayanan and C. Chakrabarti, 2013, "Hardware Acceleration for Neuromorphic Vision Algorithms", Signals Processing Systems, 70, (2), pp. 163-175

L. Liu, Vijaykrishnan Narayanan and S. Datta, 2013, "A Programmable Ferroelectric Single Electron Transisistor", Applied Physics Letters, 102, (5), pp. 4

K. Swaminathan, E. Kultursay, V. Saripalli, Vijaykrishnan Narayanan, M. Kandemir and S. Datta, 2013, "Steep-Slope Devices: From Dark to Dim Silicon", IEEE Micro, 33, (5), pp. 50-59

S. Yang, P. Gupta, M. Wolf, D. Serpanos, Y. Xie and Vijaykrishnan Narayanan, 2012, "Power Analysis Attack Resistance Engineering by Dynamic Voltage and Frequency Scaling", ACM Transactions on Embedded Computing Systems (TECS), 11, (3), pp. 16

P. Singh, Vijaykrishnan Narayanan and D. Landis, 2012, "Targeted Random Test Generation for Power-aware Multicore Designs", ACM Transactions on Design Automation of Electronic Systems, 17, (3), pp. 25

C. Celik, K. Unlu, Vijaykrishnan Narayanan and M. J. Irwin, 2011, "Soft Error Modeling and Analysis of the Neutron Intercepting Silicon Chip (NISC)", Nuclear Instruments and Methods in Phsyics Research A, 652, (1), pp. 370-373

C. Celik, K. Unlu, Vijaykrishnan Narayanan and M. J. Irwin, 2011, "Cosmic Ray Background Effects on the Neutron Intercepting Silicon Chip (NISC)", Nuclear Instruments and Methods in Phsyics Research A, 652, (1), pp. 338-341

V. Saripalli, G. Sun, A. Mishra, Y. Xie, S. Datta and Vijaykrishnan Narayanan, 2011, "Exploiting Heterogeneity for Energy Efficiency in Chip Multiprocessors", IEEE Journal of Emerging and Selected Topics in Circuits and Systems, 1, (2), pp. 109-119

E. Macii, Vijaykrishnan Narayanan and K. Roy, 2011, "Advances in Design of Energy-Efficient Circuits and Systems (First Issue)", 1, (2), pp. 73-75

A. K. Mishra, A. Yanamandra, R. Das, S. Eachempati, R. Iyer, Vijaykrishnan Narayanan and C. R. Das, 2011, "RAFT: FPGA Architecture for 2D A Router Architecture with Frequency Tuning for On-Chip Networks", Journal of Parallel and Distributed Computing, 71, (5), pp. 625-640

C.-L. Yu, K. Irick, C. Chakrabarti and Vijaykrishnan Narayanan, 2011, "Multidimensional DFT IP Generator for FPGA Platforms", IEEE Transactions on Circuits and Systems 58, 1, (4), pp. 755-764

F. Wang, Y. Chen, X. Wu, C. Nicopoulos, Y. Xie and Vijaykrishnan Narayanan, 2011, "Variation-aware Task and Communication Mapping for MPSoC Architecture", IEEE Transactions on CAD of Integrated Circuits and Systems, 30, (2), pp. 295-307

D. Mohata, S. Mookerjea, A. Agrawal, Y. Li, T. Mayer, Vijaykrishnan Narayanan, A. Liu and S. Datta, 2011, "Experimental Staggered Source and N+ Pocket-Doped Channel III-V Tunnel Field-Effect Transistors and Their Scalabilities", Applied Physics Express, 4, (2), pp. 024105-1-024105-3

C.-L. Yu, J. S. Kim, L. Deng, S. Kestur, Vijaykrishnan Narayanan and C. Chakrabarti, 2011, "FPGA Architecture for 2D Discrete Fourier Transform Based on 2D Decomposition for Large-sized Data", 64, (1), pp. 109-122

A. K. Mishra, A. Yanamandra, R. Das, S. Eachempati, R. Iyer, N. Vijaykrishnan and C. R. Das, 2010, "RAFT: A Router Architecture with Frequency Tuning for On-Chip Networks", Journal of Parallel and Distributed Computing

V. Saripalli, L. Liu, S. Datta and N. Vijaykrishnan, 2010, "Energy-Delay Performance of Nanoscale Transistors Exhibiting Single Electron Behavior and Associated Logic Circuits", Journal of Low Power Electronics, 6, (3), pp. 415-428

S. Mookerjea, D. Mohata, T. Mayer, N. Vijaykrishnan and S. Datta, 2010, "Temperature-Dependent I-V Characteristics of a Vertical In0.53Ga0.47AS Tunnel FET", IEEE Electron Device Letters, 31, (6), pp. 564-566

W.-L. Hung, Y. Xie, N. Vijaykrishnan, M. Kandemir and M. J. Irwin, 2010, "Total Power Optimization for Combinational Logic Using Genetic Algorithms", Journal of VLSI Signal Processing Systems, 58, (2), pp. 145-160

C. A. Nicopoulos, S. Srinivasan, A. Yanamandra, D. Park, N. Vijaykrishnan, C. R. Das and M. J. Irwin, 2010, "On the Effects of Process Variation in Network-on-Chip Architectures", IEEE Transactions on Dependable and Secure Computing (TDSC), 7, (3), pp. 240-254

J. S. Kim, P. Mangalagiri, K. Irick, M. Kandemir, N. Vijaykrishnan, K. Sobti, L. Deng, C. Chakrabarti, N. Pitsianis and X. Sun, 2009, "An Automated Framework for Accelerating Numerical Algorithms on Reconfigurable Platforms Using Algorithmic/Architectural Optimization", IEEE Transactions on Computers, 58, (12), pp. 1654-1667

S. Mookerjea, R. Krishnan, S. Datta and Vijaykrishnan Narayanan, 2009, "On Enhanced Miller Capacitance Effect in Inter-Band Tunnel Transistors", IEEE Electron Device Letters, 30, (10), pp. 1102-1104

Vijaykrishnan Narayanan, N. Soundararajan, M. DeBole, A. Sivasubramaniam and V. Lyubosiavsky, 2009, "Addressing Non-Uniform Aging in Microprocessor Storage Structures"

S. Mookerjea, R. Krishnan, S. Datta and Vijaykrishnan Narayanan, 2009, "Effective Output Capacitance and Drive Current for Tunnel FET (TFET) CV/I Estimation", IEEE Transactions on Electron Devices, 56, (9), pp. 2092-2098

M. DeBole, R. Krishnan, V. Balakrishnan, W. Wang, H. Luo, Y. Wang, Y. Xie, Y. Cao and N. Vijaykrishnan, 2009, "New-Age: A Negative Bias Temperature Instability-Estimation Framework for Microarchitectural Components.", International Journal of Parallel Programming, 37, (4), pp. 417-431

J. Hu, F. Li, V. Degalahal, M. Kandemir, N. Vijaykrishnan and M. J. Irwin, 2009, "Compiler-assisted Soft Error Detection under Performance and Energy Constraints in Embedded Systems", ACM Transactions on Embedded Computing Systems, 8, (4), pp. 27.1-27.29

M. Mutyam, F. Wang, R. Krishnan, N. Vijaykrishnan, M. Kandemir, Y. Xie and M. J. Irwin, 2009, "Process Variation Aware Adaptive Cache Architecture and Management", IEEE Transactions on Computers, 58, (7), pp. 865-877

S. Eachempati, N. Vijaykrishnan, A. Nieuwoudt and Y. Massoud, 2009, "Predicting the Performance and Reliability of Future Field Programmable Gate Arrays Routing Architectures with Carbon Nanotube Bundle Interconnect", IET Circuits, Devices, & Systems, 3, (2), pp. 64-75

T. Ragheb, A. Ricketts, M. Modal, S. Kirolos, G. Link, N. Vijaykrishnan and Y. Massoud, 2009, "Design of Thermally Robust Clock Trees using Dynamically Adaptive Clock Buffers", IEEE Transactions on Circuits and Systems (TCAS), 56, (2), pp. 374-383

R. Ramanaryanan, V. Degalahal, R. Krishnan, J. Kim, N. Vijaykrishnan, Y. Xie, M. Irwin and K. Unlu, 2009, "Modeling Soft Errors at Device and Logic Level for Combinational Circuits", IEEE Transactions on Dependable and Secure Computing (TDSC), 6, (3), pp. 202-216

S. Srinivasan, F. Angiolini, M. Ruggiero, N. Vijaykrishnan and L. Benini, 2008, "Exploring Architectural Solutions for Energy Optimizations in Bus Based SoC", IET Computers & Digital Techniques, 2, (5), pp. 347-354

C. Celik, K. Unlu, K. Ramakrishnan, R. Rajarman, N. Vijaykrishnan, M. J. Irwin and Y. Xie, 2008, "Thermal Neutron Induced Soft Error Rate Measurement in Semiconductor Memories and Circuits", Journal of Radioanalytical and Nuclear Chemistry, 278, (2), pp. 509-512

A. Gayasen, N. Vijaykrishnan, M. Kandemir and A. Rahman, 2008, "Designing a 3-D FPGA: Switch Box Architecture and Thermal Issues", IEEE Transactions on VLSI, 16, (7), pp. 882-893

S. Yang, W. Wang, T. Lu, W. Wolf, N. Vijaykrishnan and Y. Xie, 2008, "Case Study of Reliability-Aware and Low-Power Design", IEEE Transactions on Very Large Scale Integration (VLSI), 16, (7), pp. 861-873

Y. Tsai, F. Wang, Y. Xie, N. Vijaykrishnan and M. J. Irwin, 2008, "Design Space Exploration for Three-Dimensional Cache", IEEE Transactions on VLSI, 16, (4), pp. 444-455

S. Eachempati, A. Yanamandra, Y. Xie, N. Vijaykrishnan and M. J. Irwin, 2008, "Power and Area Reduction Using Carbon Nanotube Bundle Interconnect in Global Clock Tree Distribution Network"

S. Srinivasan, R. Krishnan, P. Mangalagiri, Y. Xie, N. Vijaykrishnan, M. J. Irwin and K. Sarpatwari, 2008, "Toward Increasing FPGA Lifetime", IEEE Transactions on Dependable and Secure Computing, 5, (2), pp. 115-127

R. Brooks, P. Govindaraju, M. Piretti, N. Vijaykrishnan and M. Kandemir, 2007, "On the Detection of Clones in Sensor Networks Using Random Key Predistribution", IEEE Transactions on Systems, Man, and Cybernetics, 37, (6), pp. 1246-1258

Y. Xie, L. Li, M. Kandemir, N. Vijaykrishnan and M. J. Irwin, 2007, "Reliability-Aware Co-synthesis for Embedded Systems", Journal of VLSI Signal Processing, 49, (1), pp. 87-99

F. Wang, M. Debole, X. Wu, Y. Xie, N. Vijaykrishnan and M. J. Irwin, 2007, "On-chip Bus Thermal Analysis and Optimization", IET Computer & Digital Techniques, 1, (5), pp. 590-599

S. Kim, N. Vijaykrishnan and M. J. Irwin, 2007, "Reducing Non-Deterministic Loads in Low-Power Caches via Early Cache Set Resolution", Microprocessors and Microsystems, 31, (5), pp. 293-301

R. Das, C. Nicopoulos, A. Mishra, D. Park, J. Kim, R. Iyler, N. Vijaykrishnan and C. R. Das, 2007, "Exploring the Effects of Data Compression in Network-on-Chip Architectures"

C. Nicopoulos, S. Srinivasan, A. Yanamandra, D. Park, N. Vijaykrishnan, C. R. Das and M. J. Irwin, 2007, "On the Effects of Process Variation in Network-on-Chip Architectures"

A. Gayasen, S. Srinivasan, N. Vijaykrishnan and M. Kandemir, 2007, "Design of Power-Aware FPGA Fabrics", International Journal of Embedded Systems, 3, (1/2), pp. 52-64

T. Li, J. Rubio, L. K. John, A. Sivasubramaniam and N. Vijaykrishnan, 2007, "OS-aware Branch Prediction: Improving Microprocessor Control Flow Prediction for Operating Systems", IEEE Transactions on Computers, 56, (1), pp. 2-17

W. Zhang, Y.-F. Tsai, D. Duarte, N. Vijaykrishnan, M. Kandemir and M. J. Irwin, 2006, "Reducing Dynamic and Leakage Energy in VLIW Architectures", ACM Transactions on Embedded Computing Systems, 5, (1), pp. 1-28

J. Lee, N. Vijaykrishnan, M. J. Irwin and W. Wolf, 2006, "An Efficient Architecture for Motion Estimation and Compensation in the Transform Domain", IEEE Transactions on Circuits and Systems for Video Technology, 16, (2), pp. 191-201

M. Pirretti, S. Zhu, Vijaykrishnan Narayanan, P. McDaniel, M. Kandemir and R. Brooks, 2006, "The Sleep Deprivation Attack in Sensor Networks: Analysis and Methods of Defense", International Journal of Distributed Sensor Networks, 2, (3), pp. 267-287

J. Lee, N. Vijaykrishnan and M. J. Irwin, 2006, "Block-Based Frequency Scalable Technique for Efficient Hierarchical Coding", IEEE Transactions on Signal Processing, 54, (7), pp. 2559-2566

N. Vijaykrishnan and Y. Xie, 2006, "Reliability Concerns in Embedded System Designs", IEEE Computer Magazine, 39, (1), pp. 118-120

G. Link, J. Kim, N. Vijaykrishnan and C. R. Das, 2006, "Network-on-Chip (NoC) Architectures: A Resource-Constrained Perspective"

J. Kim, C. Nicopoulos, D. Park, N. Vijaykrishnan and C. R. Das, 2006, "A Fine-Grained Modular Architecture for System-on-Chip Networks"

J. Lee, N. Vijaykrishnan and M. J. Irwin, 2006, "Efficient VLSI Implementation of Inverse Discrete Cosine Transform", IEEE Transactions on Circuits and Systems for Video Technology, 16, (5), pp. 655-662

Vijaykrishnan Narayanan and M. J. Irwin, 2005, "Editorial", Journal on Emerging Technologies in Computing Systems, 1, (1), pp. 1-6

V. Degalahal, L. Li, Vijaykrishnan Narayanan, M. Kandemir and M. J. Irwin, 2005, "Soft Error Issues in Low Power Caches", IEEE Transactions on VLSI, 13, (10), pp. 1157-1166

E.-J. Kim, G. Link, K. H. Yum, N. Vijaykrishnan, M. Kandemir, M. J. Irwin and C. R. Das, 2005, "A Holistic Approach to Designing Energy-Efficient Cluster Interconnects", IEEE Transactions on Computers, 54, (6), pp. 660-671

J. S. Hu, M. Kandemir, N. Vijaykrishnan and M. J. Irwin, 2005, "Analyzing Data Reuse for Cache Reconfiguration", ACM Transactions on Embedded Computer Systems (TECS), 4, (4), pp. 851-876

S. Kim, N. Vijaykrishnan, M. Kandemir and M. J. Irwin, 2005, "Optimizing Leakage Energy Consumption in Cache Bitlines", Journal of Design Automation for Embedded Systems (DAEM), 9, (1), pp. 5-18

I. Kadayif, M. Kandemir, N. Vijaykrishnan and M. J. Irwin, 2005, "An Integar Linear Programming Based Tool for Wireless Sensor Networks", Journal of Parallel and Distributed Computing (JPDC), 65, (3), pp. 247-260

S. Yang, W. Wolf and N. Vijaykrishnan, 2005, "Power and Performance Analysis of Motion Estimation Based on Hardware and Software Realizations", IEEE Transactions on Computers, 54, (6), pp. 714-726

W. Zhang, Y.-F. Tsai, M. Kandemir, Vijaykrishnan Narayanan, M. J. Iriwn and V. De, 2005, "Leakage-Aware Compilation for VLIW Architectures", IEE Proceedings: Computers and Digital Techniques, 152, (2), pp. 251-260

I. Kadayif, M. Kandemir, G. Chen, N. Vijaykrishnan, M. J. Irwin and A. Sivasubramaniam, 2005, "Compiler-directed High-level Energy Estimation and Optimization", ACM Transactions on Embedded Computing Systems (TECS), 4, (4), pp. 819-850

S. Kim, N. Vijaykrishnan, M. Kandemir and M. J. Irwin, 2005, "Exploiting Temporal Loads for Low Latency and High Bandwidth Memory", IEE Proceeding: Computers and Digital Techniques, 152, (4), pp. 457-466

Y.-F. Tsai, D. Duarte, Vijaykrishnan Narayanan and M. J. Irwin, 2004, "Characterization and Modeling of Run-Time Techniques for Leakage Power Reduction", IEEE Transactions on Very Large Scale Integration Systems, 12, (11), pp. 1221-1233

G. Chen, B. Kang, M. Kandemir, N. Vijaykrishnan, M. J. Irwin and R. Chandramouli, 2004, "Studying Energy Tradeoffs in Off-loading Computation/Compilation in Java-enabled Mobile Devices", IEEE Transactions on Parallel and Distributed Systems (TPDS), 15, (9), pp. 795-809

A. Parikh, S. Kim, M. Kandemir, N. Vijaykrishnan and M. J. Irwin, 2004, "Instruction Scheduling for Low Power", Journal of VLSI Signal Processing Systems, 37, (1), pp. 129-149

W. Zhang, J. S. Hu, V. Degalahal, M. Kandemir, N. Vijaykrishnan and M. J. Irwin, 2004, "Reducing Instruction Cache Energy Consumption Using a Compiler-based Strategy", ACM Transactions on Architecture Code Optimization (TACO), 1, (1), pp. 3-33

J. Juran, A. R. Hurson, N. Vijaykrishnan and S. Kim, 2004, "Data Organization and Retrieval on Parallel Air Channels", ACM/Kluwer Wireless Networks (WINET) Journal, 10, (2), pp. 183-195

M. Kandemir, J. Ramanujam, M. J. Irwin, N. Vijaykrishnan, I. Kadayif and A. Parikh, 2004, "A Compiler Based Approach for Dynamically Managing Scratch-pad Memories in Embedded Systems", IEEE Transactions on Computer Aided Design, 23, (2), pp. 243-260

G. Link and N. Vijaykrishnan, 2004, "Hotspot Avoidance through Runtime Reconfiguration in Network-on-chip Resigns"

G. Chen, M. Kandemir, N. Vijaykrishnan and A. Sivasubramaniam, 2004, "Analyzing Heap Error Behavior in Embedded JVM Environments"

S. Kim, S. Tomar, N. Vijaykrishnan, M. Kandemir and M. J. Irwin, 2004, "Energy-Efficient Java Execution Using Local Memory and Object Co-location", IEE Proceedings: Computers and Digital Techniques, 151, (1), pp. 33-42

N. Vijaykrishnan, M. Kandemir, M. J. Irwin, H. Kim and W. Ye, 2003, "Evaluating Integrated Hardware-Software Optimizations Using a Unified Energy Estimation Framework", IEEE Transactions on Computers, 52, (1), pp. 59-76

L. Li, I. Kadayif, Y.-F. Tsai, N. Vijaykrishnan, M. Kandemir, M. J. Irwin and A. Sivasubramaniam, 2003, "Managing Leakage Energy in Cache Hierarchies", Journal of Instruction-level Parallelism, 5

S. Kim, N. Vijaykrishnan, M. Kandemir, A. Sivasubramaniam and M. J. Irwin, 2003, "Partitioned Instruction Cache Architecture for Energy Efficiency", ACM Transactions on Embedded Computing Systems: Special Issue on Compilers, Architecture, and Synthesis for Embedded Systems, 2, (2), pp. 163-185

H. Saputra, N. Vijaykrishnan, M. Kandemir, M. J. Irwin, R. Brooks, S. Kim and W. Zhang, 2003, "Masking the Energy Behavior of Encryption Algorithms", IEE Proceedings: Computers and Digital Techniques, 150, (5), pp. 274-284

N. Kim, T. Austin, D. Blaauw, T. Mudge, K. Flautner, J. S. Hu, M. J. Iriwn, M. Kandemir and N. Vijaykrishnan, 2003, "Leakage Current: Moore's Law Meets Static Power", IEEE Computer, Special Issue on Power- and Temperature-Aware Computing, 36, (12), pp. 68-75

G. Chen, M. Kandemir, Vijaykrishnan Narayanan, N. Vijaykrishnan and M. Wolczko, 2002, "Tuning Garbage Collection for Reducing Memory System Energy in an Embedded Java Environment", ACM Transactions on Embedded Computer Systems, 1, (1), pp. 27-55

N. An, S. Gurumurthi, A. Sivasubramaniam, N. Vijaykrishnan, M. Kandemir and M. J. Irwin, 2002, "Energy-Performance Trade-Offs for Spatial Access Methods on Memory-Resident Data", International Journal on Very Large Databases, 11, (3), pp. 179-197

D. E. Duarte, N. Vijaykrishnan and M. J. Irwin, 2002, "A Clock Power Model to Evaluate Impact of Architectural and Technology Optimizations", IEEE Transactions on VLSI, 10, (6), pp. 844-855

B. Bishop, V. Lyuboslavsky, N. Vijaykrishnan and M. J. Irwin, 2001, "Design Considerations for Databus Charge Recovery", IEEE Transactions on Very Large Scale Integration Systems, 9, (1), pp. 104-106

G. Esakkimuthu, H. S. Kim, M. Kandemir, N. Vijaykrishnan and M. J. Irwin, 2001, "Investigating Memory System Energy Behavior Using Software and Hardware Optimizations", Special Issue in Low Power System Design of VLSI DESIGN, 12, (2), pp. 151-165

R. Radharkrishnan, N. Vijaykrishnan, L. K. John, A. Sivasubramaniam, J. Rubio and J. Sabarinathan, 2001, "Java runtime systems: characterization and architectural implications", IEEE Transactions on Computers, 50, (2), pp. 131-146

V. De La Luz, M. Kandemir, N. Vijaykrishnan, A. Sivasubramaniam and M. J. Irwin, 2001, "Hardware and Software Techniques for Controlling DRAM Power Modes", IEEE Transactions on Computers, Special Issue on Advances in High Performance Memory Systems, 50, (11), pp. 1154-1173

M. Kandemir, N. Vijaykrishnan, M. J. Irwin and W. Ye, 2001, "Influence of Compiler Optimizations on System Power", IEEE Transactions on VLSI Systems, 9, (6), pp. 801-804

G. Chen, M. Kandemir, N. Vijaykrishnan, M. J. Irwin and W. Wolf, 2001, "Using Memory Compression for Energy Reduction in an Embedded Java System", Journal of Circuits, Systems and Computers, 11, (5), pp. 537-556

N. Vijaykrishnan and N. Ranganathan, 2000, "Supporting Object Accesses in a Java Processor", Proceedings of IEE - Computers and Digital Techniques Journal, 147, (6), pp. 435-443

Conference Proceedings

Yi Xiao, Yixin Xu, Shan Deng, Zijian Zhao, Sumitha George, Kai Ni and Vijaykrishnan Narayanan, 2023, "A Compact Ferroelectric 2T-(n+ 1) C Cell to Implement AND-OR Logic in Memory", pp. 1--6

Hongtao Zhong, Zhonghao Chen, Wenqin Huangfu, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang and others, 2023, "ASMCap: An Approximate String Matching Accelerator for Genome Sequence Analysis Based on Capacitive Content Addressable Memory", pp. 1--6

Kai Ni, Yi Xiao, Shan Deng and Vijaykrishnan Narayanan, 2023, "Computational Associative Memory Powered by Ferroelectric Memory", pp. 1--2

Shamiul Alam, Jack Hutchins, Md Hossain, Kai Ni, Vijaykrishnan Narayanan and Ahmedullah Aziz, 2023, "Cryogenic in-memory matrix-vector multiplication using ferroelectric superconducting quantum interference device (FE-SQUID)", pp. 1--6

Taixin Li, Hongtao Zhong, Sumitha George, Vijaykrishnan Narayanan, Liang Shi, Huazhong Yang and Xueqing Li, 2023, "Design Exploration of Dynamic Multi-Level Ternary Content-Addressable Memory Using Nanoelectromechanical Relays", pp. 1--6

Samuel Abrams and Vijaykrishnan Narayanan, 2023, "Extending Action Recognition in the Compressed Domain", pp. 246--251

Hongtao Zhong, Yu Zhu, Longfei Luo, Taixin Li, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Vijaykrishnan Narayanan, Yongpan Liu and others, 2023, "Fe-GCN: A 3D FeFET Memory Based PIM Accelerator for Graph Convolutional Networks", pp. 1--6

Sadia Anjum Tumpa, Sonali Singh, Md Fahim Faysal Khan, Mahmut Tylan Kandemir, Vijaykrishnan Narayanan and Chita R Das, 2023, "Federated Learning with Spiking Neural Networks in Heterogeneous Systems", pp. 1--6

Zeinab Hakimi and Vijaykrishnan Narayanan, 2023, "Fine-to-Coarse Object Classification of Very Large Images", pp. 3498--3502

Yi Zheng, Joshua Fixelle, Pingyi Huo, Mircea Stan, Michael Mesnier and Vijaykrishnan Narayanan, 2023, "ISVABI: In-Storage Video Analytics Engine with Block Interface", pp. 111--121

Vijaykrishnan Narayanan, 2023, "Lightning Talk: Can memory technologies meet demands of data abundant applications?", pp. 1--2

Tianyi Shen, Chonghan Lee and Vijaykrishnan Narayanan, 2023, "Multi-Exit Vision Transformer with Custom Fine-Tuning for Fine-Grained Image Recognition", pp. 2830--2834

Chonghan Lee, Rita Brugarolas Brufau, Ke Ding and Vijaykrishnan Narayanan, 2023, "Token Adaptive Vision Transformer with Efficient Deployment for Fine-Grained Image Recognition", pp. 1--6

Jianfeng Wang, Zhonghao Chen, Yiming Chen, Yixin Xu, Tianyi Wang, Yao Yu, Vijaykrishnan Narayanan, Sumitha George, Huazhong Yang and Xueqing Li, 2023, "WeightLock: A mixed-grained weight encryption approach using local decrypting units for ciphertext computing in DNN accelerators", pp. 1--5

Sethu Jose, John Sampson, Vijaykrishnan Narayanan and Mahmut T Kandemir, 2022, "A Scheduling Framework for Decomposable Kernels on Energy Harvesting IoT Edge Nodes", pp. 91-96

Jianfeng Wang, Nuo Xiu, Juejian Wu, Yiming Chen, Yanan Sun, Huazhong Yang, Vijaykrishnan Narayanan, Sumitha George and Xueqing Li, 2022, "An 8T/Cell FeFET-Based Nonvolatile SRAM with Improved Density and Sub-fJ Backup and Restore Energy", 2022-May, pp. 3408-3412

Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T Kandemir, Emre Neftci, Vijaykrishnan Narayanan and Chita R. Das, 2022, "Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping", 2022-October, pp. 565-581

Nagadastagiri Challapalle and Vijaykrishnan Narayanan, 2022, "Performance Evaluation of Video Analytics Workloads on Emerging Processing-In-Memory Architectures", IEEE, pp. 158--163

Zhouhang Jiang, Yi Xiao, Swetaki Chatterjee, Halid Mulaosmanovic, Stefan Duenkel, Steven Soss, Sven Beyer, Rajiv Joshi, Yogesh S Chauhan, Hussam Amrouch and Vijaykrishnan Narayanan, 2022, "Asymmetric double-gate ferroelectric FET to decouple the tradeoff between thickness scaling and memory window", pp. 395--396

Shan Deng, Mahdi Benkhelifa, Simon Thomann, Zubair Faris, Zijian Zhao, Tzu-Jung Huang, Yixin Xu, Vijaykrishnan Narayanan, Kai Ni and Hussam Amrouch, 2022, "Compact Ferroelectric Programmable Majority Gate for Compute-in-Memory Applications", pp. 36--7

Shamiul Alam, Md Mazharul Islam, Md Hossain, Kai Ni, Vijaykrishnan Narayanan and Ahmedullah Aziz, 2022, "Cryogenic Memory Array based on Ferroelectric SQUID and Heater Cryotron", pp. 1--2

Yi Zheng, Joshua Fixelle, Nagadastagiri Challapalle, Pingyi Huo, Zhaoyan Shen, Zili Shao, Mircea Stan and Vijaykrishnan Narayanan, 2022, "ISKEVA: in-SSD key-value database engine for video analytics applications", pp. 50--60

Yi Xiao, Yixin Xu, Zhouhang Jiang, Shan Deng, Zijian Zhao, Antik Mallick, Limeng Sun, Rajiv Joshi, Xueqing Li, Nikhil Shukla and Vijaykrishnan Narayanan, 2022, "On the write schemes and efficiency of FeFET 1T NOR array for embedded nonvolatile memory and beyond", pp. 13--6

Md Fahim Faysal Khan, Anusha Devulapally, Siddharth Advani and Vijaykrishnan Narayanan, 2022, "Robust Multimodal Depth Estimation using Transformer based Generative Adversarial Networks", pp. 3559--3568

Chonghan Lee, Md Fahim Faysal Khan, Rita Brugarolas Brufau, Ke Ding and Vijaykrishnan Narayanan, 2022, "Token and Head Adaptive Transformers for Efficient Natural Language Processing", pp. 4575--4584

Md Fahim Khan, Nelson Daniel Troncoso Aldas, Abhishek Kumar, Siddharth Advani and Vijaykrishnan Narayanan, 2021, "Sparse to Dense Depth Completion using a Generative Adversarial Network with Intelligent Sampling Strategies", pp. 5528-5536

Xiao Liu, Minxuan Zhou, Rachata Ausavarungnirun, Sean Eilert, Ameen Akel, Tajana Rosing, Vijaykrishnan Narayanan and Jishen Zhao, 2021, "FPRA: A Fine-grained Parallel RRAM Architecture", 2021-July

Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Vijaykrishnan Narayanan and Chita R. Das, 2021, "Gesture-SNN: Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors", 2021-July

Helena Caminal, Kailin Yang, Srivatsa Srinivasa, Akshay Krishna Ramanathan, Khalid Al-Hawaj, Tianshu Wu, Vijaykrishnan Narayanan, Christopher Batten, Mart\'\inez and Jos\'e F, 2021, "CAPE: A Content-Addressable Processing Engine", pp. 557--569

Siddhartha Balakrishna Rai, Anand Sivasubramaniam, Adithya Kumar, Prasanna Venkatesh Rengasamy, Vijaykrishnan Narayanan, Ameen Akel and Sean Eilert, 2021, "Design space for scaling-in general purpose computing within the DDR DRAM hierarchy for map-reduce workloads", pp. 113--123

Mohammad Khairul Bashar, Jaykumar Vaidya, RS Surya Kanthi, Chonghan Lee, Feng Shi, Vijaykrishnan Narayanan and Nikhil Shukla, 2021, "Ferroelectric-based Accelerators for Computationally Hard Problems", pp. 485--489

Cyan Subhra Mishra, Jack Sampson, Mahmut T Kandemir and Vijaykrishnan Narayanan, 2021, "Origin: Enabling On-Device Intelligence for Human Activity Recognition Using Energy Harvesting Wireless Sensor Networks", pp. 1414--1419

Shan Deng, Zijian Zhao, Santosh Kurinec, Kai Ni, Yi Xiao, Tongguang Yu and Vijaykrishnan Narayanan, 2021, "Overview of Ferroelectric Memory Devices and Reliability Aware Design Optimization", pp. 473--478

Vineetha GovindarajSumitha George, Mahmut Kandemir, John Sampson, and Vijaykrishnan Narayanan, 2021, "PowerPrep: A power management proposal for user-facing datacenter workloads.", pp. 1--7

Zeinab Hakimi and Vijaykrishnan Narayanan, 2021, "Resolution-Aware Deep Multi-View Camera Systems", pp. 414--417

Srivatsa Srinivasa, Akshay Krishna Ramanathan, Jainaveen Sundaram, Dileep Kurian, Srinivasan Gopal, Nilesh Jain, Anuradha Srinivasan, Ravi Iyer, Vijaykrishnan Narayanan and Tanay Karnik, 2021, "Trends and opportunities for SRAM based in-memory and near-memory computation", pp. 547--552

Nagadastagiri Challapalle, Karthik Swaminathan, Nandhini Chandramoorthy and Vijaykrishnan Narayanan, 2021, "Crossbar based Processing in Memory Accelerator Architecture for Graph Convolutional Networks", 2021-November

Yi Xiao, S Deng, Zhibiao Zhao, Vijaykrishnan Narayanan and Kai Ni, 2021, "Predictive Modeling of Ferroelectric Tunnel Junctions for Memory and Analog Weight Cell Applications", IEEE

Hanlin Lu, Ting He, Shiqiang Wang, Changchang Liu, Mehrdad Mahdavi, Vijaykrishnan Narayanan, Kevin S Chan and Stephen Pasteris, 2020, "Communication-efficient k-Means for Edge-based Machine Learning", pp. 595--605

Eric Homan, Chonghan Lee, Jack Sampson, John Sustersic and Vijaykrishnan Narayanan, 2020, "DoubtNet: Using Semantic Context to Enable Adaptive Inference for the IoT", pp. 586--591

Mingyen Lee, Wenjun Tang, Bowen Xue, Juejian Wu, Mingyuan Ma, Yu Wang, Yongpan Liu, Deliang Fan, Vijaykrishnan Narayanan, Huazhong Yang and others, 2020, "FeFET-based low-power bitwise logic-in-memory with direct write-back and data-adaptive dynamic sensing interface", pp. 127--132

Nagadastagiri Challapalle, Sahithi Rampalli, Linghao Song, Nandhini Chandramoorthy, Karthik Swaminathan, John Sampson, Yiran Chen and Vijaykrishnan Narayanan, 2020, "GaaS-X: graph analytics accelerator supporting sparse data representation using crossbar architectures", pp. 433--445

Hanlin Lu, Changchang Liu, Shiqiang Wang, Ting He, Vijaykrishnan Narayanan, Kevin S Chan and Stephen Pasteris, 2020, "Joint coreset construction and quantization for distributed machine learning", pp. 172--180

Sonali Singh, Anup Sarma, Nicholas Jao, Ashutosh Pattnaik, Sen Lu, Kezhou Yang, Abhronil Sengupta, Vijaykrishnan Narayanan and Chita R Das, 2020, "NEBULA: a neuromorphic spin-based ultra-low power architecture for SNNs and ANNs", pp. 363--376

Nagadastagiri Challapalle, Sahithi Rampalli, Makesh Chandran, Gurpreet Kalsi, Sreenivas Subramoney, John Sampson and Vijaykrishnan Narayanan, 2020, "PSB-RNN: a processing-in-memory systolic array architecture using block circulant matrices for recurrent neural networks", pp. 180--185

Keni Qiu, Nicholas Jao, Mengying Zhao, Cyan Subhra Mishra, Gulsum Gudukbay, Sethu Jose, Jack Sampson, Mahmut T Kandemir and Vijaykrishnan Narayanan, 2020, "ResiRCA: A resilient energy harvesting ReRAM crossbar-based accelerator for intelligent embedded processors", pp. 315--327

Nagadastagiri Challapalle, Makesh Chandran, Sahithi Rampalli and Vijaykrishnan Narayanan, 2020, "X-VS: Crossbar-Based Processing-in-Memory Architecture for Video Summarization", pp. 592--597

Nelson Daniel Troncoso Aldas, Sooyeon Lee, Chonghan Lee, Mary Beth Rosson, John M Carroll and Vijaykrishnan Narayanan, 2020, "AIGuide: An Augmented Reality Hand Guidance Application for People with Visual Impairments", pp. 1--13

Keni Qiu, Mengying Zhao, Zhenge Jia, Jingtong Hu, Chun Jason Xue, Kaisheng Ma, Xueqing Li, Yongpan Liu and Vijaykrishnan Narayanan, 2020, "Design Insights of Non-volatile Processors and Accelerators in Energy Harvesting Systems", pp. 369--374

Zheyu Li, Nagadastagiri Challapalle, Akshay Krishna Ramanathan and Vijaykrishnan Narayanan, 2020, "IMC-Sort: In-Memory Parallel Sorting Architecture using Hybrid Memory Cube", pp. 45--50

Sumitha George, Nicolas Jao, Akshay Krishna Ramanathan, Xueqing Li, Sumeet Gupta, John Sampson and Vijaykrishnan Narayanan, 2020, "Integrated CAM-RAM Functionality using Ferroelectric FETs", pp. 81--86

Md Fahim Faysal Khan, Mohammad Mahdi Kamani, Mehrdad Mahdavi and Vijaykrishnan Narayanan, 2020, "Learning to quantize deep neural networks: A competitive-collaborative approach", pp. 1--6

Akshay Krishna Ramanathan, Gurpreet S Kalsi, Srivatsa Srinivasa, Tarun Makesh Chandran, Kamlesh R Pillai, Om J Omer, Vijaykrishnan Narayanan and Sreenivas Subramoney, 2020, "Look-up table based energy efficient processing in cache support for neural network acceleration", pp. 88--101

Akshay Krishna Ramanathan, Srivatsa Srinivasa Rangachar, Je-Min Hung, Chun-Ying Lee, Cheng-Xin Xue, Sheng-Po Huang, Fu-Kuo Hsueh, Chang-Hong Shen, Jia-Min Shieh, Wen-Kuan Yeh and others, 2020, "Monolithic 3D+-IC Based Massively Parallel Compute-in-Memory Macro for Accelerating Database and Machine Learning Primitives", pp. 28--5

Vijaykrishnan Narayanan, N. Challapalle, I. Okafor, S. Srinivasa and N. Jao, 2020, "Monolithic 3D Enabled Processing-in- SRAM Memory", pp. 1-2

S. Srinivasa, Y. Tu, X. Si, C. Xue, C. Lee, F. Hsueh, C. Shen, J. Shieh, W. Yeh, A. K. Ramanathan, M. Ho, John Sampson, M. Chang and Vijaykrishnan Narayanan, 2019, "Monolithic 3D+ -IC based Reconfigurable Compute-in-Memory SRAM Macro", pp. T32-T33

S. K. Thirumala, A. Raha, Vijaykrishnan Narayanan, V. Raghunathan and Sumeet Gupta, 2019, "Non-volatile Logic and Memory based on Reconfigurable Ferroelectric Transistors."

P. Cadareanu, N. Reddy C, C. G. Almudever, A. Khanna, A. Raychowdhury, Suman Datta, K. Bertels, Vijaykrishnan Narayanan, M. D. Ventra and P. -. Gaillardon, 2019, "Rebooting Our Computing Models", pp. 1469-1476

N. Jao, S. Srinivasa, A. K. Ramanathan, Mi A Kim, John Sampson and Vijaykrishnan Narayanan, 2019, "Technology-Assisted Computing-In-Memory Design for Matrix Multiplication Workloads"

Jinhang Choi, Zeinab Hakimi, Philip W Shin, Jack Sampson and Vijaykrishnan Narayanan, 2019, "Context-aware convolutional neural network over distributed system in collaborative computing", pp. 1--6

Srivatsa Srinivasa, Wei-Hao Chen, Yung-Ning Tu, Meng-Fan Chang, Jack Sampson and Vijaykrishnan Narayanan, 2019, "Monolithic-3D Integration Augmented Design Techniques for Computing in SRAMs", pp. 1--5

Nicholas Jao, Akshay Krishna Ramanathan, Abhronil Sengupta, John Sampson and Vijaykrishnan Narayanan, 2019, "Programmable Non-Volatile Memory Design Featuring Reconfigurable In-Memory Operations", pp. 1--5

S. Srinivasa, A. Ramanathan, X. Li, W. -H. Chen, C -C. Yang, C. -C. Shen, J. M. Shieh, S. Gupta, M. Chang, S. Ghosh, John Sampson and Vijaykrishnan Narayanan, 2018, "A Monolithic-3D SRAM Design with Enhanced Robustness and In-Memory Computation Support", pp. 1-6

Vijaykrishnan Narayanan, A. Raychowdhury and S. K. Gupta, 2018, "Tutorial T1B: Emerging Computational Devices, Architectures and Computational Models", Pune, pp. xxxiii-xxxiv

Shubham Rai, Srivatsa Srinivasa, Patsy Cadareanu, Xunzhao Yin, Xiaobo Sharon Hu, Vijaykrishnan Narayanan, Pierre Emmanuel Gaillardon and Akash Kumar, 2018, "Emerging reconfigurable nanotechnologies: can they support future electronics?", pp. 13

Sandeep Krishna Thirumala, Arnab Raha, Hrishikesh Jayakumar, Kaisheng Ma, Vijaykrishnan Narayanan, Vijay Raghunathan and Sumeet Kumar Gupta, 2018, "Dual Mode Ferroelectric Transistor based Non-Volatile Flip-Flops for Intermittently-Powered Systems", pp. 1-6

Jake Eden, Thomas Kawchak and Vijaykrishnan Narayanan, 2018, "Indoor Navigation using Text Extraction", pp. 112-117

Kaisheng Ma, Jinyang Li, Tongda Wu, Zhibo Wang, Xueqing Li, Yongpan Liu, Yuan Xie, Mahmut T Kandemir, John Sampson and Vijaykrishnan Narayanan, 2018, "NEOFog: Nonvolatility-Exploiting Optimizations for Fog Computing"

Insik Yoon, Muya Chang, Kai Ni, Matthew Jerry, Samantak Gangopadhyay, Gus Smith, Tomer Hamam, Vijaykrishnan Narayanan, Justin Romberg, Shih-Lien Lu, Suman Datta and Arijit Raychowdhury, 2018, "A FeFET Based Processing-In-Memory Architecture for Solving Distributed Least-Square Optimizations", 2018 76TH DEVICE RESEARCH CONFERENCE (DRC)

Jinhang Choi, Srivatsa Rangachar Srinivasa, Yasuki Tanabe, Jack Sampson and Vijaykrishnan Narayanan, 2018, "A Power-efficient Hybrid Architecture Design for Image Recognition using CNNs", 2018 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI), pp. 22-27

Peter A. Zientara, Jinhang Choi, Jack Sampson and Vijaykrishnan Narayanan, 2018, "Drones as Collaborative Sensors for Image Recognition", 2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE)

Nicholas Jao, Akshay Krishna Ramanathan, Srivatsa Srinivasa, Sumitha George, John Sampson and Vijaykrishnan Narayanan, 2018, "Harnessing Emerging Technology for Compute-In-Memory Support", 2018 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI), pp. 447-452

Jinhang Choi, Jack Sampson and Vijaykrishnan Narayanan, 2018, "Heuristic Approximation of Early-Stage CNN Data Representation for Vision Intelligence Systems", 2018 IEEE 36TH INTERNATIONAL CONFERENCE ON COMPUTER DESIGN (ICCD), pp. 218-225

Sumitha George, Minli Julie Liao, Huaipan Jiang, Jagadish B. Kotra, Mahmut T Kandemir, Jack Sampson and Vijaykrishnan Narayanan, 2018, "MDACache: Caching for Multi-Dimensional-Access Memories", 2018 51ST ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO), pp. 841-854

Jinhang Choi, Kevin M Irick, Justin Hardin, Weichao Qiu, Alan Yuille, Jack Sampson and Vijaykrishnan Narayanan, 2018, "Stochastic Functional Verification of DNN Design through Progressive Virtual Dataset Generation", 2018 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)

Fu-Kuo Hsueh, Wei-Hao Chen, Kai-Shin Li, Chang-Hong Shen, Jia-Min Shieh, Chun Ying Lee, Bo-Yuan Chen, Hsiu-Chih Chen, Chih-Chao Yang, Wen-Hsien Huang, Kun-Ming Chen, Guo-Wei Huang, Peng Chen, Yung-Ning Tu, Srivatsa Srinivasa, Vijaykrishnan Narayanan, Meng-Fan Chang and Wen-Kuan Yeh, 2018, "Ultra-Low Power 3D NC-FinFET-based Monolithic 3D(+)-IC with Computing-in-Memory for Intelligent IoT Devices", 2018 IEEE INTERNATIONAL ELECTRON DEVICES MEETING (IEDM)

Kaisheng Ma, Xueqing Li, Jinyang Li, Yongpan Liu, Yuan Xie, John Sampson, Mahmut T Kandemir and Vijaykrishnan Narayanan, 2017, "Incidental Computing on IoT Nonvolatile Processors", pp. 204-218

Srivatsa Rangachar Srinivasa, Karthik Mohan, Wei-Hao Chen, Xueqing Li, John Sampson, Sumeet Kumar Gupta, Meng-Fan Chang and Vijaykrishnan Narayanan, 2017, "Exploring the Potential Benefits of Fine Grain Inter-Stack Interconnects in Alleviating the FPGA Design, with Monolithic 3D Integration"

Ahmedullah Aziz, Xueqing Li, Nikhil Shukla, Suman Datta, Meng-Fan Chang, Vijaykrishnan Narayanan and Sumeet Kumar Gupta, 2017, "Low Power Current Sense Amplifier based on Phase Transition Material", pp. 1-2

John M. Carroll, Michelle McManus, Sooyeon Lee, Peter A. Zientara and Vijaykrishnan Narayanan, 2017, "The Third Eye: A Shopping Assistant for the Visually Impaired."

Wei-Yu Tsai, Jinhang Choi, Tulika Parija, Priyanka Gomatam, Chitaranjan Das, John Sampson and Vijaykrishnan Narayanan, 2017, "Co-training of Feature Extraction and Classification using Partitioned Convolutional Neural Networks"

Fang Su, Kaisheng Ma, Xueqing Li, Tongda Wu, Yongpan Liu and Vijaykrishnan Narayanan, 2017, "Nonvolatile processors: Why is it trending?"

Sumeet Kumar Gupta, Danni Wang, Sumitha George, Ahmedullah Aziz, Xueqing Li, Suman Datta and Vijaykrishnan Narayanan, 2017, "Harnessing ferroelectrics for non-volatile memories and logic"

Sumitha George, Ahmedullah Aziz, Xueqing Li, Moon Seok Kim, Suman Datta, John Sampson, Sumeet Gupta and Vijaykrishnan Narayanan, 2016, "Device Circuit Co Design of FEFET Based Logic for Low Voltage Processors", pp. 649–654

Xueqing Li, Kaisheng Ma, Sumitha George, John Sampson and Vijaykrishnan Narayanan, 2016, "Enabling Internet-of-Things: Opportunities brought by emerging devices, circuits, and architectures", pp. 1–6

Danni Wang, Sumitha George, Ahmedullah Aziz, Suman Datta, Vijaykrishnan Narayanan and Sumeet Gupta, 2016, "Ferroelectric Transistor based Non-Volatile Flip-Flop", pp. 10–15

Wei-Yu Tsai, Davis R Barch, Andrew S Cassidy, Michael Vincent Debole, Alexander Andreopoulos, Bryan L Jackson, Myron D Flickner, Dharmendra S Modha, Jack Sampson and Vijaykrishnan Narayanan, 2016, "LATTE: Low-power Audio Transform with TrueNorth Ecosystem", pp. 4270–4277

Sumitha George, Kaisheng Ma, Ahmedullah Aziz, Xueqing Li, Asif Khan, Sayeef Salahuddin, Meng-Fan Chang, Suman Datta, John Sampson, Sumeet Gupta and others, 2016, "Nonvolatile memory design based on ferroelectric FETs", pp. 118

Matthew Jerry, Wei-yu Tsai, Baihua Xie, Xueqing Li, Vijaykrishnan Narayanan, Arijit Raychowdhury and Suman Datta, 2016, "Phase transition oxide neuron for spiking neural networks", pp. 1–2

N Shukla, W-Y Tsai, M Jerry, M Barth, Vijaykrishnan Narayanan and Suman Datta, 2016, "Ultra low power coupled oscillator arrays for computer vision applications", pp. 1–2

N Shukla, Suman Datta, A Parihar, Vijaykrishnan Narayanan and A Raychowdhury, 2016, "Computing with Coupled Dynamical Systems", CNNA 2016, VDE VERLAG GmbH

Kaisheng Ma*, Xueqing Li, Yongpan Liu, John Sampson, Yuan Xie and Vijaykrishnan Narayanan, 2015, "Dynamic Machine Learning Based Matching of Nonvolatile Processor Microarchitecture to Harvested Energy Profile", pp. 670–675

Kevin M Irick, Peter A. Zientara*, John Sampson and Vijaykrishnan Narayanan, 2015, "Cognitive cameras: Assistive vision systems", pp. 188

Siddharth Advani*, Brigid Smith, Yasuki Tanabe, Kevin M Irick, Matthew Cotter*, John Sampson and Vijaykrishnan Narayanan, 2015, "Visual co-occurrence network: using context for large-scale object recognition in retail", pp. 1–10

Siddharth Advani*, Yasuki Tanabe, Kevin M Irick, John Sampson and Vijaykrishnan Narayanan, 2015, "A scalable architecture for multi-class visual object detection", pp. 1–8

Moon Seok Kim, William Cane-Wissing, John Sampson, Suman Datta, Vijaykrishnan Narayanan and Sumeet Gupta, 2015, "Comparing Energy, Area, Delay Tradeoffs in Going Vertical with CMO Sand Asymmetric HTFETs", pp. 303–308

Ahmedullah Aziz, William Cane-Wissing, Moon Seok Kim, Suman Datta, Vijaykrishnan Narayanan and Sumeet Gupta, 2015, "Single-Ended and Differential MRAMs Based on Spin Hall Effect: A Layout-Aware Design Perspective", pp. 333–338

Kaisheng Ma*, Nandhini Chandramoorthy*, Xueqing Li, Sumeet Gupta, John Sampson, Yuan Xie and Vijaykrishnan Narayanan, 2015, "Using Multiple-Input NEMS for Parallel A/D Conversion and Image Processing", pp. 339–344

Fen Ge, Jia Zhan, Yuan Xie and Vijaykrishnan Narayanan, 2015, "Exploring memory controller configurations for many-core systems with 3D stacked DRAMs", pp. 565–570

Mi Sun Park, Omesh Tickoo, Vijaykrishnan Narayanan, Mary Jane Irwin and Ravi Iyer, 2015, "Platform-aware dynamic configuration support for efficient text processing on heterogeneous system", pp. 1503–1508

Kaisheng Ma*, Yang Zheng, Shuangchen Li, Karthik Swaminathan, Xueqing Li, Yongpan Liu, John Sampson, Yuan Xie and Vijaykrishnan Narayanan, 2015, "Architecture exploration for ambient energy harvesting nonvolatile processors", IEEE, pp. 526–537

Nandhini Chandramoorthy*, Giuseppe Tagliavini, Kevin M Irick, Antonio Pullini, Siddharth Advani*, Sulaiman Al Habsi, Matthew Cotter*, John Sampson, Vijaykrishnan Narayanan and Luca Benini, 2015, "Exploring architectural heterogeneity in intelligent vision systems", IEEE, pp. 1–12

Karthik Swaminathan, Jagadish Kotra, Huichu Liu, John Sampson, Mahmut T Kandemir and Vijaykrishnan Narayanan, 2015, "Thermal-Aware Application Scheduling on Device-Heterogeneous Embedded Architectures", IEEE Computer Society, pp. 221–226

Unsuk Heo, Xueqing Li, Huichu Liu, Sumeet Gupta, Suman Datta and Vijaykrishnan Narayanan, 2015, "A High-Efficiency Switched-Capacitance HTFET Charge Pump for Low-Input-Voltage Applications", pp. 304-309

Ching-Yi Huang, Chian-Wei Liu, Chun-Yao Wang, Yung-Chih Chen, Suman Datta and Vijaykrishnan Narayanan, 2015, "A defect-aware approach for mapping reconfigurable Single-Electron Transistor arrays", pp. 118–123

N Shukla, A Parihar, M Cotter, M Barth, X Li, N Chandramoorthy, DG Schlom, Vijaykrishnan Narayanan, A Raychowdhury and Suman Datta, 2014, "Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing", pp. 4

Matthew Cotter, Siddharth Advani, John Sampson, Kevin M Irick and Vijaykrishnan Narayanan, 2014, "A hardware accelerated multilevel visual classifier for embedded visual-assistsystems", pp. 96–100

Moon Seok Kim, Huichu Liu, Karthik Swaminathan, Xueqing Li, Suman Datta and Vijaykrishnan Narayanan, 2014, "Enabling Power-Efficient Designs with III-V Tunnel FETs", pp. 1–4

N. Chandramoorthy, K. Swaminathan, M. Cotter, Xueqing Li, Vijaykrishnan Narayanan, I. Palit, S. Hu and Kevin M Irick, 2014, "Understanding the landscape of accelerators for vision", pp. 1-6

Chris S. Lee, Kevin M Irick, John Sampson, Chuanjun Zhang and Vijaykrishnan Narayanan, 2014, "Exploiting natural redundancy in visual information", pp. 505–508

Wei-Yu Tsai, Huichu Liu, Xueqing Li and Vijaykrishnan Narayanan, 2014, "Low-power high-speed current mode logic using Tunnel-FETs", pp. 1–6

Siddharth Advani, Nandhini Chandramoorthy, Karthik Swaminathan, Kevin M Irick, Yong Cheol Peter Cho, John Sampson and Vijaykrishnan Narayanan, 2014, "Refresh Enabled Video Analytics (REVA): Implications on power andperformance of DRAM supported embedded visual systems", pp. 501–504

Huichu Liu, Mahsa Shoaran, Xueqing Li, Suman Datta, Alexandre Schmid and Vijaykrishnan Narayanan, 2014, "Tunnel FET-based ultra-low power, low-noise amplifier design for bio-signalacquisition", pp. 57–62

Kaisheng Ma, Huichu Liu, Yang Xiao, Yang Zheng, Xueqing Li, Sumeet Gupta, Yuan Xie and Vijaykrishnan Narayanan, 2014, "Independently-Controlled-Gate FinFET 6T SRAM Cell Design for LeakageCurrent Reduction and Enhanced Read Access Speed", pp. 296–301

Xueqing Li, Wei-Yu Tsai, Huichu Liu, Suman Datta and Vijaykrishnan Narayanan, 2014, "A Low-Voltage Low-Power LC Oscillator Using the Diode-ConnectedSymFET", pp. 302–307

Matthew J. Cotter, Yan Fang, Steven P. Levitan, Donald M. Chiarulli and Vijaykrishnan Narayanan, 2014, "Computational Architectures Based on Coupled Oscillators", pp. 130–135

Karthik Swaminathan, Huichu Liu, John Sampson and Vijaykrishnan Narayanan, 2014, "An examination of the architecture and system-level tradeoffs of employingsteep slope devices in 3D CMPs", pp. 241–252

Karthik Swaminathan, Huichu Liu, Xueqing Li, Moon Seok Kim, John Sampson and Vijaykrishnan Narayanan, 2014, "Steep Slope Devices: Enabling New Architectural Paradigms", pp. 1–6

Xueqing Li, U.D. Heo, Kaisheng Ma, Vijaykrishnan Narayanan, Huichu Liu and Suman Datta, 2014, "Rf-powered systems using steep-slope devices", pp. 73-76

Yang Xiao, Kevin M Irick, John Sampson, Vijaykrishnan Narayanan and Chuanjun Zhang, 2014, "A task-oriented vision system", pp. 181–186

Karthik Swaminathan, Moon Seok Kim, Nandhini Chandramoorthy, Behnam Sedighi, Robert Perricone, John Sampson and Vijaykrishnan Narayanan, 2014, "Modeling steep slope devices: From circuits to architectures", pp. 1–6

Vijaykrishnan Narayanan, Suman Datta, Gert Cauwenberghs, Donald M. Chiarulli, Steven P. Levitan and Philip Wong, 2014, "Video analytics using beyond CMOS devices", pp. 1–5

Chian-Wei Liu, Chang-En Chiang, Ching-Yi Huang, Chun-Yao Wang, Yung-Chih Chen, Suman Datta and Vijaykrishnan Narayanan, 2014, "Width minimization in the Single-Electron Transistor array synthesis", pp. 1–4

Michael Barth, Huichu L Liu, Ze Yuan, Archana Kumar, Hap Hughes, Patrick J McMarr, Jeffrey Warner, J Brad Boos, Dale McMorrow, Brian R Bennett and Vijaykrishnan Narayanan, 2014, "Total-Ionizing Dose Mechanisms in Antimony based CMOS Transistors with High-k Dielectric", pp. 4

R. Bijesh, H. Liu, H. Madan, W. Li, N. V. Nguyen, D. Gundlach, C. Richter, J. Maier, K. Wang, T. Clarke, M. Fastenau, D. Loubychev, W. K. Liu, Vijaykrishnan Narayanan and S. Datta, 2013, "Demonstration of In 0.9Ga0.1As/GaAs0.18Sb0.82 Near Broken-gap Tunnel FET with ION=740µA/µm,GM=700µS/µm and Gigahertz Switching Performance at VDS=0.5V", 2013 IEEE International Electron Devices Meeting (IEDM 2013), pp. 28.2.1-28.2.4

M. Eze, O. Ozturk and Vijaykrishnan Narayanan, 2013, "Staggered Latch Bus: A Reliable Offset Switched Architecture for Long On-chip Interconnect", Proceedings of the Twenty-First IEEE/IFIP International Conference on VLSI and System-on-Chip (VLSI-SoC 2013), pp. 296-301

Y. Xiao, C. Zhang, K. Irick and Vijaykrishnan Narayanan, 2013, "Dynamic Bandwidth Adaption Using Recognition Accuracy Prediction Through Pre-classification for Embedded Vision Systems", Proceedings of the Thirty-First IEEE International Conference on Computer Design (ICCD 2013), pp. 20-25

S. Datta, R. Bijesh, H. Liu, D. Mohata and Vijaykrishnan Narayanan, 2013, "Tunnel Transistors for Low Power Logic", Proceedings of the IEEE Compound Semiconductor IC Symposium (CSICS 2013), pp. 4

H. Liu, R. Vaddi, S. Datta and Vijaykrishnan Narayanan, 2013, "Tunnel FET-based Ultra-low Power, High-sensitivity UHF RFID Rectifier", Proceedings of the International Symposium on Low Power Electronics Design (ISLPED 2013), pp. 157-162

H. Liu, S. Datta and Vijaykrishnan Narayanan, 2013, "Steep Switching Tunnel FET: A Promise to Extend the Energy Efficient Roadmap for Post-CMOS Digital and Analog/RF Applications", Proceedings of the International Symposium on Low Power Electronics Design (ISLPED 2013), pp. 145-150

S. Park, A. Al-Maashri, Y. Xiao, K. Irick and Vijaykrishnan Narayanan, 2013, "Saliency-driven Dymnamic Configuration of HMAX for Energy-efficient Multi-object Recognition", Proceedings of the IEE Computer Society Annual Symposium on VLSI (ISVLSI 2013), pp. 139-144

J. Zhan, N. Stoimenov, J. Ouyang, L. Thiele, Vijaykrishnan Narayanan and Y. Xie, 2013, "Designing Energy-efficient NoC for Real-time Embedded Systems through Slack Optimization", Proceedings of the Fiftieth Design Automation Conference (DAC 2013), pp. 6

M. S. Park, C. Zhang, M. DeBole, S. Kestur, Vijaykrishnan Narayanan and M. J. Irwin, 2013, "Accelerators for Biologically-inspired Attention and Recognition", Proceedings of the Fiftieth Design Automation Conference (DAC 2013), pp. 6

S. Advani, J. Susterick, K. Irick and Vijaykrishnan Narayanan, 2013, "A Multi-Resolution Saliency Framework to Drive Foveation", pp. 2596-2600

C. Zhang, G. Ko, J. Choi, S.-N. Tsai, M. Kim, A. Guzmán-Rivera, R. A. Rutenbar, P. Smaragdis, M. Park, Vijaykrishnan Narayanan, H. Xin, O. Mutlu, B. Li, L. Zhao and M. Chen, 2013, "EMERALD: Characterization of Emerging Applications and Algorithms for Low-power Devices", Proceedings of the IEEE International Symposium on Performance Analysis of Systems & Software (ISPASS 2013), pp. 122-123

N. Chandramoorthy, S. Advani, K. Irick and Vijaykrishnan Narayanan, 2013, "A Configurable Architecture for a Visual Saliency System and its Application in Retail", pp. p. 233

S. Datta, R. Bijesh, H. Liu, D. Mohata and Vijaykrishnan Narayanan, 2013, "Tunnel Transistors for Energy Efficient Computing", Proceedings of IEEE International Reliability Physics Symposium (IRPS 2013), pp. 6A.3.1-6A.3.7

Y. Xiao, K. Irick, Vijaykrishnan Narayanan, D. Shin and N. Chang, 2013, "Saliency Aware Display Power Management", Proceedings of the 2013 IEEE Design Automation and Test in Europe (DATE 2013), pp. 1203-1208

M. Cotter, H. Liu, S. Datta and Vijaykrishnan Narayanan, 2013, "Evaluation of Tunnel FET-based Flip-flop Designs for Low Power, High Performance Applications", Proceedings of the International Symposium on Quality Electronic Design (ISQED 2013), pp. 430-437

H. Liu, M. Cotter, Vijaykrishnan Narayanan and S. Datta, 2013, "Evaluation Soft Error Rate Immunity in Emerging Devices", Proceedings of the Thirty-Eighth Annual Government Microcircuit Applications & Critical Technology Conference (GOMACTech 2013)

Y.-Y. Chang, C.-Y. Huang, M. Poremba, Vijaykrishnan Narayanan, Y. Xie and C.-T. King, 2013, "TS-Router: On Maximizing the Quality-of-Allocation in the On-Chip Network", Proceedings of the Nineteenth IEEE International Symposium on High Performance Computer Architecture (HPCA 2013), pp. 390-399

C.-E. Chiang, L.-F. Tang, C.-Y. Wang, C.-Y. Huang, Y.-C. Chen, S. Datta and Vijaykrishnan Narayanan, 2013, "On Reconfigurable Single-Electron Transistor Arrays Synthesis Using Reordering Techniques", Proceedings of the 2013 IEEE Design Automation and Test in Europe (DATE 2013), pp. 1807-1812

J. Henkel, Vijaykrishnan Narayanan, S. Parameswaran and J. Teich, 2013, "Run-time Adaption for Highly-complex Multi-core Systems", Proceedings of the Eleventh International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS 2013), pp. 8

Y.-Y. Chang, C.-Y. Huang, Vijaykrishnan Narayanan and C.-T. King, 2013, "ShieldUS: A Novel Design of Dynamic Shielding for Eliminating 3D TSV Crosstalk Coupling Noise", Proceedings of the Eighteenth Asia and South Pacific Design Automation Conference (ASP-DAC 2013), pp. 675-680

H. Liu*, M. Cotter*, S. Datta and Vijaykrishnan Narayanan, 2012, "Technology Assessment of Si and III-V FinFETs and III-V Tunnel FETs From Soft Error Rate Perspective", Proceedings of the IEEE International Electron Devices Meeting (IEDM 2012), pp. 577-580

Y. Cho*, N. Chandramoorthy*, K. Irick and Vijaykrishnan Narayanan, 2012, "Multiresolution Gabor Feature Extraction for Real Time Applications", Proceedings of the 2012 IEEE Workshop on Signal Process Systems (SIPS 2012), pp. 55-60

E. Kultursay, K. Swaminathan*, V. Saripalli*, Vijaykrishnan Narayanan, M. Kandemir and S. Datta, 2012, "Performance Enhancement Under Power Constraints Using Heterogeneous CMOS-TFET Multicores", Proceedings of the Tenth International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS 2012), pp. 245-254

R. Munkundrajan*, M. Cotter*, V. Saripalli*, M. J. Irwin, S. Datta and Vijaykrishnan Narayanan, 2012, "Ultra Low Power Circuit Design Using Tunnel FETs", Proceedings of the IEE Computer Society Annual Symposium on VLSI (ISVLSI 2012), pp. 153-158

A. Al-Maashri*, M. DeBole, M. Cotter*, N. Chandramoorthy*, Y. Xiao, Vijaykrishnan Narayanan and C. Chakrabarti, 2012, "Accelerating Neuromorphic Vision Algorithms for Recognition", Proceedings of the Forty-Ninth Annual Design Automation Conference (DAC 2012), pp. 579-584

A. Jog, A. Mishra, C. Xu, Vijaykrishnan Narayanan, Y. Xie, R. Iyer and C. R. Das, 2012, "Cache Revive: Architecting Volatile STT-RAM Caches for Enhanced Performance in CMPs", Proceedings of the Forty-Ninth Annual Design Automation Conference (DAC 2012), pp. 243-252

H. Liu*, D. Mohata, A. Nidhi, V. Saripalli*, Vijaykrishnan Narayanan and S. Datta, 2012, "Exploration of Vertical MOSFET and Tunnel FET Device Architecture for Sub 10nm Node Applications", Proceedings of the Seventieth Annual Device Research Conference (DRC 2012), pp. 233-234

N. Agrawal, V. Saripalli*, Vijaykrishnan Narayanan, Y. Kumura, R. Arghavani and S. Datta, 2012, "Will Strong Quantum Confinement Effect Limit Low VCC Logic Application of III-V FinFETs", Proceedings of the Seventieth Annual Device Research Conference (DRC 2012), pp. 231-232

D. Mohata, R. Bijesh, Y. Zhu, M. K. Hudait, R. Southwick, Z. Chbili, D. Gundlach, J. Suehle, J. M. Fastneau, D. Loubychev, A. K. Liu, T. S. Mayer, Vijaykrishnan Narayanan and S. Datta, 2012, "Demonstration of Improved Heteroepitaxy, Scaled Gate Stack and Reduced Interface States Enabling Heterojunction Tunnel FETs with Hihg Drive Current and High On-Off Ratio", Proceedings of the IEEE Symposia on VLSI Technology and Circuits, pp. 53-54

J. Xie*, Vijaykrishnan Narayanan and Y. Xie, 2012, "Mitigating Electromigration of Power Supply Networks using Bidirectional Current Stress", Proceedings of the Great Lakes