Magnetic tunnel junction mimics stochastic cortical spiking neurons A Sengupta, P Panda, P Wijesinghe, Y Kim, K Roy Scientific reports 6 (1), 30039, 2016 | 211 | 2016 |
An all-memristor deep spiking neural computing system: A step toward realizing the low-power stochastic brain P Wijesinghe, A Ankit, A Sengupta, K Roy IEEE Transactions on Emerging Topics in Computational Intelligence 2 (5 …, 2018 | 115 | 2018 |
Analysis of liquid ensembles for enhancing the performance and accuracy of liquid state machines P Wijesinghe, G Srinivasan, P Panda, K Roy Frontiers in neuroscience 13, 504, 2019 | 54 | 2019 |
Energy efficient neural computing: A study of cross-layer approximations SS Sarwar, G Srinivasan, B Han, P Wijesinghe, A Jaiswal, P Panda, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (4 …, 2018 | 54 | 2018 |
Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks G Srinivasan, P Wijesinghe, SS Sarwar, A Jaiswal, K Roy 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), 151-156, 2016 | 47 | 2016 |
High-density and robust STT-MRAM array through device/circuit/architecture interactions KW Kwon, X Fong, P Wijesinghe, P Panda, K Roy IEEE Transactions on Nanotechnology 14 (6), 1024-1034, 2015 | 41 | 2015 |
FALCON: Feature driven selective classification for energy-efficient image recognition P Panda, A Ankit, P Wijesinghe, K Roy IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017 | 32 | 2017 |
Fast, low power evaluation of elementary functions using radial basis function networks P Wijesinghe, CM Liyanagedera, K Roy Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017 | 11 | 2017 |
An all-memristor deep spiking neural network: A step towards realizing the low power, stochastic brain P Wijesinghe, A Ankit, A Sengupta, K Roy arXiv preprint arXiv:1712.01472, 2017 | 8 | 2017 |
Analog approach to constraint satisfaction enabled by spin orbit torque magnetic tunnel junctions P Wijesinghe, C Liyanagedera, K Roy Scientific reports 8 (1), 6940, 2018 | 7 | 2018 |
Image segmentation with stochastic magnetic tunnel junctions and spiking neurons CM Liyanagedera, P Wijesinghe, A Jaiswal, K Roy 2017 International Joint Conference on Neural Networks (IJCNN), 2460-2468, 2017 | 6 | 2017 |
Significance driven hybrid 8t-6t sram for energy-efficient synaptic storage in artificial neural networks. In 2016 Design, Automation & Test in Europe Conference & Exhibition … G Srinivasan, P Wijesinghe, SS Sarwar, A Jaiswal, K Roy IEEE 7, 151-156, 2016 | 5 | 2016 |
Correction: Corrigendum: Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons A Sengupta, P Panda, P Wijesinghe, Y Kim, K Roy Scientific reports 7, 2017 | 2 | 2017 |
Biologically plausible class discrimination based recurrent neural network training for motor pattern generation P Wijesinghe, C Liyanagedera, K Roy Frontiers in neuroscience 14, 772, 2020 | 1 | 2020 |
Neuro-inspired computing enhanced by scalable algorithms and physics of emerging nanoscale resistive devices P Wijesinghe Purdue University, 2019 | 1 | 2019 |
Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons (vol 6, 30039, 2016) A Sengupta, P Panda, P Wijesinghe, Y Kim, K Roy SCIENTIFIC REPORTS 7, 2017 | 1 | 2017 |
Pulse charger with zero current switching and isolation for electric vehicles and renewable energy applications S Abeyratne, P Wijesinghe, C Liyanagedera 2013 IEEE Transportation Electrification Conference and Expo (ITEC), 1-5, 2013 | | 2013 |