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ORCIDAnup Sarma
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2020 – today
- 2022
[j2]Huaipan Jiang
, Jian Wang, Weilin Cong, Yihe Huang, Morteza Ramezani, Anup Sarma, Nikolay V. Dokholyan, Mehrdad Mahdavi, Mahmut T. Kandemir:
Predicting Protein-Ligand Docking Structure with Graph Neural Network. J. Chem. Inf. Model. 62(12): 2923-2932 (2022)- [c8]Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das:
Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. MICRO 2022: 565-581 - 2021
- [c7]Huaipan Jiang, Anup Sarma, Mengran Fan, Jihyun Ryoo, Meenakshi Arunachalam, Sharada Naveen, Mahmut T. Kandemir:
Morphable Convolutional Neural Network for Biomedical Image Segmentation. DATE 2021: 1522-1525 - [c6]Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das:
Gesture-SNN: Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors. ISLPED 2021: 1-6 - [c5]Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T. Kandemir, Chita R. Das:
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training. NeurIPS 2021: 24545-24555 - [i2]Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T. Kandemir, Chita R. Das:
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training. CoRR abs/2106.12089 (2021) - [i1]Anup Sarma, Sonali Singh, Huaipan Jiang, Ashutosh Pattnaik, Asit K. Mishra, Vijaykrishnan Narayanan, Mahmut T. Kandemir, Chita R. Das:
Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs. CoRR abs/2109.07710 (2021) - 2020
- [j1]Huaipan Jiang, Mengran Fan, Jian Wang, Anup Sarma, Shruti Mohanty, Nikolay V. Dokholyan, Mehrdad Mahdavi, Mahmut T. Kandemir:
Guiding Conventional Protein-Ligand Docking Software with Convolutional Neural Networks. J. Chem. Inf. Model. 60(10): 4594-4602 (2020) - [c4]Sonali Singh, Anup Sarma, Nicholas Jao, Ashutosh Pattnaik, Sen Lu, Kezhou Yang, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das:
NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs. ISCA 2020: 363-376
2010 – 2019
- 2019
- [c3]Anup Sarma, Huaipan Jiang, Ashutosh Pattnaik, Jagadish Kotra, Mahmut Taylan Kandemir, Chita R. Das:
CASH: compiler assisted hardware design for improving DRAM energy efficiency in CNN inference. MEMSYS 2019: 396-407 - 2018
- [c2]Huaipan Jiang, Anup Sarma, Jihyun Ryoo, Jagadish B. Kotra, Meena Arunachalam, Chita R. Das, Mahmut T. Kandemir:
A Learning-Guided Hierarchical Approach for Biomedical Image Segmentation. SoCC 2018: 227-232 - 2011
- [c1]Anup Sarma, Soubhagya Sutar, Vijay Kumar Sharma, Kamala Kanta Mahapatra:
An ASIP for image enhancement applications in spatial domain using LISA. ReTIS 2011: 175-179
Coauthor Index
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