Anup Sarma

According to our database, Anup Sarma authored at least 11 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Predicting Protein-Ligand Docking Structure with Graph Neural Network.

Huaipan Jiang, Jian Wang, Weilin Cong, Yihe Huang, Morteza Ramezani, Anup Sarma, Nikolay V. Dokholyan, Mehrdad Mahdavi, Mahmut T. Kandemir

J. Chem. Inf. Model., 2022

Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping.

Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

2021

Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs.

Anup Sarma, Sonali Singh, Huaipan Jiang, Ashutosh Pattnaik, Asit K. Mishra, Vijaykrishnan Narayanan, Mahmut T. Kandemir, Chita R. Das

CoRR, 2021

Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training.

Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T. Kandemir, Chita R. Das

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Gesture-SNN: Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors.

Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

Morphable Convolutional Neural Network for Biomedical Image Segmentation.

Huaipan Jiang, Anup Sarma, Mengran Fan, Jihyun Ryoo, Meenakshi Arunachalam, Sharada Naveen, Mahmut T. Kandemir

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Guiding Conventional Protein-Ligand Docking Software with Convolutional Neural Networks.

Huaipan Jiang, Mengran Fan, Jian Wang, Anup Sarma, Shruti Mohanty, Nikolay V. Dokholyan, Mehrdad Mahdavi, Mahmut T. Kandemir

J. Chem. Inf. Model., 2020

NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs.

Sonali Singh, Anup Sarma, Nicholas Jao, Ashutosh Pattnaik, Sen Lu, Kezhou Yang, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

2019

CASH: compiler assisted hardware design for improving DRAM energy efficiency in CNN inference.

Anup Sarma, Huaipan Jiang, Ashutosh Pattnaik, Jagadish Kotra, Mahmut Taylan Kandemir, Chita R. Das

Proceedings of the International Symposium on Memory Systems, 2019

2018

A Learning-Guided Hierarchical Approach for Biomedical Image Segmentation.

Huaipan Jiang, Anup Sarma, Jihyun Ryoo, Jagadish B. Kotra, Meena Arunachalam, Chita R. Das, Mahmut T. Kandemir

Proceedings of the 31st IEEE International System-on-Chip Conference, 2018

2011

An ASIP for image enhancement applications in spatial domain using LISA.

Anup Sarma, Soubhagya Sutar, Vijay Kumar Sharma, Kamala Kanta Mahapatra

Proceedings of the International Conference on Recent Trends in Information Systems, 2011