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Anup Sarma
Anup Sarma
在 psu.edu 的电子邮件经过验证
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引用次数
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年份
Nebula: a neuromorphic spin-based ultra-low power architecture for snns and anns
S Singh, A Sarma, N Jao, A Pattnaik, S Lu, K Yang, A Sengupta, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
522020
Predicting protein–ligand docking structure with graph neural network
H Jiang, J Wang, W Cong, Y Huang, M Ramezani, A Sarma, ...
Journal of chemical information and modeling 62 (12), 2923-2932, 2022
512022
Guiding conventional protein–ligand docking software with convolutional neural networks
H Jiang, M Fan, J Wang, A Sarma, S Mohanty, NV Dokholyan, M Mahdavi, ...
Journal of chemical information and modeling 60 (10), 4594-4602, 2020
232020
Gesture-snn: Co-optimizing accuracy, latency and energy of snns for neuromorphic vision sensors
S Singh, A Sarma, S Lu, A Sengupta, V Narayanan, CR Das
2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021
142021
Skipper: Enabling efficient snn training through activation-checkpointing and time-skipping
S Singh, A Sarma, S Lu, A Sengupta, MT Kandemir, E Neftci, ...
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 565-581, 2022
132022
CASH: compiler assisted hardware design for improving DRAM energy efficiency in CNN inference
A Sarma, H Jiang, A Pattnaik, J Kotra, MT Kandemir, CR Das
Proceedings of the International Symposium on Memory Systems, 396-407, 2019
72019
A learning-guided hierarchical approach for biomedical image segmentation
H Jiang, A Sarma, J Ryoo, JB Kotra, M Arunachalam, CR Das, ...
2018 31st IEEE International System-on-Chip Conference (SOCC), 227-232, 2018
62018
Exploiting activation based gradient output sparsity to accelerate backpropagation in cnns
A Sarma, S Singh, H Jiang, A Pattnaik, AK Mishra, V Narayanan, ...
arXiv preprint arXiv:2109.07710, 2021
42021
An ASIP for image enhancement applications in spatial domain using LISA
A Sarma, S Sutar, VK Sharma, KK Mahapatra
2011 International Conference on Recent Trends in Information Systems, 175-179, 2011
42011
Structured in space, randomized in time: leveraging dropout in RNNs for efficient training
A Sarma, S Singh, H Jiang, R Zhang, M Kandemir, C Das
Advances in Neural Information Processing Systems 34, 24545-24555, 2021
22021
Morphable convolutional neural network for biomedical image segmentation
H Jiang, A Sarma, M Fan, J Ryoo, M Arunachalam, S Naveen, ...
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021
22021
Optimizing Deep Learning for Memory and Compute: A joint Algorithm-Architecture Exploration
A Sarma
12022
Recent Trends in Information Systems (ReTIS)
A Mandai, AK Datta, A Roy, A Ruia, A Basu, A veek Chakrabarti, ...
Malay 77, 105, 2015
12015
Design and Implementation of Application Specific Instruction Set Processor using LISATek Design Methodology
S Sutar, A Sarma
2011
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