Abhiroop Bhattacharjee

Rate Coding Or Direct Coding: Which One Is Better For Accurate, Robust, And Energy-Efficient Spiking Neural Networks?

Youngeun Kim, Hyoungseob Park, Abhishek Moitra et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 79 citations

Computing, Computer Science, Computer Vision +13

SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks

Ruokai Yin, Abhishek Moitra, Abhiroop Bhattacharjee et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2022 · 64 citations

Computing, Computer Engineering, Computer Science +17

SpikeSim: An End-to-End Compute-in-Memory Hardware Evaluation Tool for Benchmarking Spiking Neural Networks

Abhishek Moitra, Abhiroop Bhattacharjee, Runcong Kuang et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2023 · 38 citations

Engineering, Computer Engineering, Computer Science +16

NEAT: Nonlinearity Aware Training for Accurate, Energy-Efficient, and Robust Implementation of Neural Networks on 1T-1R Crossbars

Abhiroop Bhattacharjee, Lakshya Bhatnagar, Youngeun Kim et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2021 · 29 citations

Engineering, Computer Engineering, Electrical Engineering +17

Examining the Robustness of Spiking Neural Networks on Non-ideal Memristive Crossbars

Abhiroop Bhattacharjee, Youngeun Kim, Abhishek Moitra et al. · 2022 · 20 citations · Full text

Engineering, Computer Engineering, Electrical Engineering +16