Abhishek Moitra

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 · 75 citations

Convolutional Neural Network, Engineering, Machine Learning +25

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 · 54 citations

Total Energy, Engineering, Machine Learning +23

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 · 32 citations

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

Abhiroop Bhattacharjee, Youngeun Kim, Abhishek Moitra et al. · 2022 · 18 citations · Full text

Engineering, Snn Inference, Computer Architecture +16

MINT: Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks

Ruokai Yin, Yuhang Li, Abhishek Moitra et al. · 2024 · 18 citations