Dighanchal Banerjee

According to our database, Dighanchal Banerjee authored at least 9 papers between 2020 and 2025.

Collaborative distances:

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

2025

Surrogate Gradient Descent Based Spiking Intrusion Detection System for Edge Devices: A Performance Study.

Dighanchal Banerjee, Arun M. George, Urmi Jana, Sounak Dey

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Atrial Fibrillation Detector from ECG on Wearable Edge Devices using Spiking Neural Networks.

Dighanchal Banerjee, Sounak Dey, Arpan Pal

Proceedings of the International Joint Conference on Neural Networks, 2024

Approximation of Koopman Operator using Spiking Neural Networks.

Arun M. George, Dighanchal Banerjee, Titas Bera, Sounak Dey

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Online time-series forecasting using spiking reservoir.

Arun M. George, Sounak Dey, Dighanchal Banerjee, Arijit Mukherjee, Manan Suri

Neurocomputing, 2023

Mutual Information based Efficient Spike Encoding on FPGA.

Omkareshwar Gundoji, Dighanchal Banerjee, Sounak Dey, Arpan Pal

Proceedings of the 36th International Conference on VLSI Design and 2023 22nd International Conference on Embedded Systems, 2023

2022

Efficient Optimized Spike Encoding of Multivariate Time-series.

Dighanchal Banerjee, Sounak Dey, Arun M. George, Arijit Mukherjee

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

Efficient Time Series Classification using Spiking Reservoir.

Sounak Dey, Dighanchal Banerjee, Arun M. George, Arijit Mukherjee, Arpan Pal

Proceedings of the International Joint Conference on Neural Networks, 2022

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

Proceedings of the 2020 International Joint Conference on Neural Networks, 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

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020