Writing & research

Publications

Conference and journal papers, workshop papers, and preprints, listed by year. Google Scholar · Granted U.S. patents

2026

EMNLP 2026 · Main Conference Accepted
QTEA: Ternary LLMs with Sparse Residual Salient Weight and By-Column Optimization
Yipin Guo, Arun M George, Jie Fu, Tareq Mahmoud, Sixue Xing, Siddharth Joshi
Paper Code
Design Automation Conference (DAC) · 2026
Foundry-SRAM-Compatible Compute-Near-Memory Macro for Microscaled Block-FP in 12-nm CMOS
Samir Rahman, Arun George, Shehab Naga, Thomas Summe, Yipin Guo, Siddharth Joshi
Conference program
ECML PKDD 2025 Workshops · Proceedings · 2026
Surrogate Gradient Descent Based Spiking Intrusion Detection System for Edge Devices: A Performance Study
Dighanchal Banerjee, Arun M. George, Urmi Jana, Sounak Dey
Publisher

arXiv · 2025 Preprint
Huff-LLM: End-to-End Lossless Compression for Efficient LLM Inference
Patrick Yubeaton, Tareq Mahmoud, Shehab Naga, Pooria Taheri, Tianhua Xia, Arun George, Yasmein Khalil, Sai Qian Zhang, Siddharth Joshi, Chinmay Hegde, Siddharth Garg
Paper
IEEE Embedded Systems Letters · 2025
GRU-RVCIM: Efficient Implementation of Gated Recurrent Unit in RISC-V - Compute In Memory co-designed for Edge Applications
J Chithambara Moorthii, Deepak Verma, Arun M George, Dighanchal Banerjee, Sounak Dey, Arijit Mukherjee, Arpan Pal, Manan Suri
Publisher
IEEE Biomedical Circuits and Systems Conference (BioCAS) · 2025
Efficient Closed-Loop Neural Decoding for Motor Control of non-Human Primates with Spiking Neural Networks
Thomas Summe, Arun George, Siddharth Joshi
Publisher

IEEE Conference on Decision and Control (CDC) · 2024
Approximation of Koopman Operator using Spiking Neural Networks
Arun M. George, Dighanchal Banerjee, Titas Bera, Sounak Dey
Publisher

IEEE International Symposium on Circuits and Systems (ISCAS) · 2023
StereoGest-SNN: Robust Gesture Detection with Stereo Acoustic Setup Using Spiking Neural Networks
Andrew Gigie, Arun M George, A Anil Kumar, Sounak Dey, Arpan Pal
Publisher
Neurocomputing 518, 82–94 · 2023
Online time-series forecasting using spiking reservoir
Arun M. George, Sounak Dey, Dighanchal Banerjee, Arijit Mukherjee, Manan Suri
Publisher

International Joint Conference on Neural Networks (IJCNN) · 2022
Efficient Time Series Classification using Spiking Reservoir
Sounak Dey, Dighanchal Banerjee, Arun M. George, Arijit Mukherjee, Arpan Pal
Publisher
IEEE International Symposium on Circuits and Systems (ISCAS) · 2022
EchoWrite-SNN: Acoustic Based Air-Written Shape Recognition Using Spiking Neural Networks
Arun M George, Andrew Gigie, A Anil Kumar, Sounak Dey, Arpan Pal, K Aditi
Publisher
Neuro-Inspired Computational Elements (NICE) · 2022
Efficient Optimized Spike Encoding of Multivariate Time-series
Dighanchal Banerjee, Sounak Dey, Arun M. George, Arijit Mukherjee
Publisher

International Joint Conference on Neural Networks (IJCNN) · 2020
A Reservoir-based Convolutional Spiking Neural Network for Gesture Recognition from DVS Input
Arun M. George, Dighanchal Banerjee, Sounak Dey, Arijit Mukherjee, P. Balamurali
Publisher
International Joint Conference on Neural Networks (IJCNN) · 2020
Application of Spiking Neural Networks for Action Recognition from Radar Data
Dighanchal Banerjee, Smriti Rani, Arun M. George, Arijit Chowdhury, Sounak Dey, Arijit Mukherjee, Tapas Chakravarty, Arpan Pal
Publisher
OPT 2020 · NeurIPS workshop Workshop paper
Efficient Optimized Spike Encoding for Spiking Neural Networks
Dighanchal Banerjee, Sounak Dey, Arun M. George, Arijit Mukherjee
Paper