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Abhishek Moitra
Abhishek Moitra
Doctoral Student at Yale University
在 yale.edu 的电子邮件经过验证 - 首页
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引用次数
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年份
Rate coding or direct coding: Which one is better for accurate, robust, and energy-efficient spiking neural networks?
Y Kim, H Park, A Moitra, A Bhattacharjee, Y Venkatesha, P Panda
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
622022
Sata: Sparsity-aware training accelerator for spiking neural networks
R Yin, A Moitra, A Bhattacharjee, Y Kim, P Panda
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
422022
Spikesim: An end-to-end compute-in-memory hardware evaluation tool for benchmarking spiking neural networks
A Moitra, A Bhattacharjee, R Kuang, G Krishnan, Y Cao, P Panda
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023
172023
Activation density based mixed-precision quantization for energy efficient neural networks
K Vasquez, Y Venkatesha, A Bhattacharjee, A Moitra, P Panda
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021
172021
Examining the robustness of spiking neural networks on non-ideal memristive crossbars
A Bhattacharjee, Y Kim, A Moitra, P Panda
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2022
152022
Workload-balanced pruning for sparse spiking neural networks
R Yin, Y Kim, Y Li, A Moitra, N Satpute, A Hambitzer, P Panda
IEEE Transactions on Emerging Topics in Computational Intelligence, 2024
102024
Input-aware dynamic timestep spiking neural networks for efficient in-memory computing
Y Li, A Moitra, T Geller, P Panda
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023
102023
Noise sensitivity-based energy efficient and robust adversary detection in neural networks
R Sterneck, A Moitra, P Panda
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
102021
Efficiency-driven hardware optimization for adversarially robust neural networks
A Bhattacharjee*, A Moitra*, P Panda
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 884-889, 2021
102021
Mint: Multiplier-less integer quantization for spiking neural networks
R Yin, Y Li, A Moitra, P Panda
arXiv preprint arXiv:2305.09850, 2023
9*2023
Sharing leaky-integrate-and-fire neurons for memory-efficient spiking neural networks
Y Kim, Y Li, A Moitra, R Yin, P Panda
Frontiers in Neuroscience 17, 1230002, 2023
62023
MIME: adapting a single neural network for multi-task inference with memory-efficient dynamic pruning
A Bhattacharjee, Y Venkatesha, A Moitra, P Panda
Proceedings of the 59th ACM/IEEE Design Automation Conference, 499-504, 2022
62022
Detectx—adversarial input detection using current signatures in memristive xbar arrays
A Moitra, P Panda
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (11), 4482-4494, 2021
62021
Regulation of the hypothalamic GnRH–GnIH system by putrescine in adult female rats and GT1‐7 neuronal cell line
JRD Fernandes, A Moitra, K Tsutsui, A Banerjee
Journal of Experimental Zoology Part A: Ecological and Integrative …, 2020
62020
Efficient architecture for implementation of Hermite interpolation on FPGA
GC George, A Moitra, S Caculo, AA Prince
2018 conference on Design and Architectures for Signal and Image Processing …, 2018
62018
Are SNNs Truly Energy-efficient? - A Hardware Perspective
A Bhattacharjee*, R Yin*, A Moitra*, P Panda
arXiv preprint arXiv:2309.03388, 2023
42023
Examining the role and limits of batchnorm optimization to mitigate diverse hardware-noise in in-memory computing
A Bhattacharjee, A Moitra, Y Kim, Y Venkatesha, P Panda
Proceedings of the Great Lakes Symposium on VLSI 2023, 619-624, 2023
42023
A novel and efficient hardware accelerator architecture for signal normalization
GC George, A Moitra, S Caculo, AA Prince, JJU Buch, SK Pathak
Circuits, Systems, and Signal Processing 39 (5), 2425-2441, 2020
42020
MINT: Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks
R Yin, Y Li, A Moitra, P Panda
2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 830-835, 2024
32024
XPert: Peripheral Circuit & Neural Architecture Co-search for Area and Energy-efficient Xbar-based Computing
A Moitra, A Bhattacharjee, Y Kim, P Panda
Accepted to DAC 2023 (arXiv preprint arXiv:2303.17646), 2023
22023
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