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Akhilesh Jaiswal
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Towards spike-based machine intelligence with neuromorphic computing
K Roy, A Jaiswal, P Panda
Nature 575 (7784), 607-617, 2019
12502019
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
2692018
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
1612019
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
1182020
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
1112019
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
992020
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
972019
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
782017
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
702017
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
702017
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
592017
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
592017
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
592016
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
492018
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
462016
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
312016
MESL: Proposal for a Non-volatile Cascadable Magneto-Electric Spin Logic
A Jaiswal, K Roy
Scientific reports 7 (1), 39793, 2017
292017
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
282022
Area-efficient nonvolatile flip-flop based on spin hall effect
A Jaiswal, R Andrawis, K Roy
IEEE Magnetics Letters 9, 1-4, 2018
262018
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
242021
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