Towards spike-based machine intelligence with neuromorphic computing K Roy, A Jaiswal, P Panda Nature 575 (7784), 607-617, 2019 | 1303 | 2019 |
X-SRAM: Enabling in-memory Boolean computations in CMOS static random access memories A Agrawal, A Jaiswal, C Lee, K Roy IEEE Transactions on Circuits and Systems I: Regular Papers 65 (12), 4219-4232, 2018 | 273 | 2018 |
8T SRAM cell as a multibit dot-product engine for beyond von Neumann computing A Jaiswal, I Chakraborty, A Agrawal, K Roy IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (11 …, 2019 | 164 | 2019 |
Pathways to efficient neuromorphic computing with non-volatile memory technologies I Chakraborty, A Jaiswal, AK Saha, SK Gupta, K Roy Applied Physics Reviews 7 (2), 2020 | 122 | 2020 |
Xcel-RAM: Accelerating binary neural networks in high-throughput SRAM compute arrays A Agrawal, A Jaiswal, D Roy, B Han, G Srinivasan, A Ankit, K Roy IEEE Transactions on Circuits and Systems I: Regular Papers 66 (8), 3064-3076, 2019 | 112 | 2019 |
IMAC: In-memory multi-bit multiplication and accumulation in 6T SRAM array M Ali, A Jaiswal, S Kodge, A Agrawal, I Chakraborty, K Roy IEEE Transactions on Circuits and Systems I: Regular Papers 67 (8), 2521-2531, 2020 | 101 | 2020 |
In-memory low-cost bit-serial addition using commodity DRAM technology MF Ali, A Jaiswal, K Roy IEEE Transactions on Circuits and Systems I: Regular Papers 67 (1), 155-165, 2019 | 100 | 2019 |
Proposal for a leaky-integrate-fire spiking neuron based on magnetoelectric switching of ferromagnets A Jaiswal, S Roy, G Srinivasan, K Roy IEEE Transactions on Electron Devices 64 (4), 1818-1824, 2017 | 78 | 2017 |
Stochastic spiking neural networks enabled by magnetic tunnel junctions: From nontelegraphic to telegraphic switching regimes CM Liyanagedera, A Sengupta, A Jaiswal, K Roy Physical Review Applied 8 (6), 064017, 2017 | 71 | 2017 |
Stochastic spiking neural networks enabled by magnetic tunnel junctions: From nontelegraphic to telegraphic switching regimes CM Liyanagedera, A Sengupta, A Jaiswal, K Roy Physical Review Applied 8 (6), 064017, 2017 | 71 | 2017 |
Ising computation based combinatorial optimization using spin-Hall effect (SHE) induced stochastic magnetization reversal Y Shim, A Jaiswal, K Roy Journal of applied physics 121 (19), 193902, 2017 | 60 | 2017 |
Ising computation based combinatorial optimization using spin-Hall effect (SHE) induced stochastic magnetization reversal Y Shim, A Jaiswal, K Roy Journal of applied physics 121 (19), 193902, 2017 | 60 | 2017 |
Comprehensive scaling analysis of current induced switching in magnetic memories based on in-plane and perpendicular anisotropies A Jaiswal, X Fong, K Roy IEEE Journal on Emerging and Selected Topics in Circuits and Systems 6 (2 …, 2016 | 60 | 2016 |
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 | 50 | 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 | 46 | 2016 |
Modeling and design space exploration for bit-cells based on voltage-assisted switching of magnetic tunnel junctions S Sharmin, A Jaiswal, K Roy IEEE Transactions on Electron Devices 63 (9), 3493-3500, 2016 | 32 | 2016 |
A processing-in-pixel-in-memory paradigm for resource-constrained tinyml applications G Datta, S Kundu, Z Yin, RT Lakkireddy, J Mathai, AP Jacob, PA Beerel, ... Scientific Reports 12 (1), 14396, 2022 | 30 | 2022 |
MESL: Proposal for a Non-volatile Cascadable Magneto-Electric Spin Logic A Jaiswal, K Roy Scientific reports 7 (1), 39793, 2017 | 29 | 2017 |
Area-efficient nonvolatile flip-flop based on spin hall effect A Jaiswal, R Andrawis, K Roy IEEE Magnetics Letters 9, 1-4, 2018 | 27 | 2018 |
IMPULSE: A 65-nm digital compute-in-memory macro with fused weights and membrane potential for spike-based sequential learning tasks A Agrawal, M Ali, M Koo, N Rathi, A Jaiswal, K Roy IEEE Solid-State Circuits Letters 4, 137-140, 2021 | 24 | 2021 |