Biswadeep Chakraborty

According to our database, Biswadeep Chakraborty authored at least 25 papers between 2019 and 2024.

Collaborative distances:

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

2024

Topological Representations of Heterogeneous Learning Dynamics of Recurrent Spiking Neural Networks.

Biswadeep Chakraborty, Saibal Mukhopadhyay

CoRR, 2024

Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN.

Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay

CoRR, 2024

Studying the Impact of Stochasticity on the Evaluation of Deep Neural Networks for Forest-Fire Prediction.

Harshit Kumar, Biswadeep Chakraborty, Beomseok Kang, Saibal Mukhopadhyay

CoRR, 2024

STEMFold: Stochastic Temporal Manifold for Multi-Agent Interactions in the Presence of Hidden Agents.

Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay

CoRR, 2024

2023

XMD: An Expansive Hardware-Telemetry-Based Mobile Malware Detector for Endpoint Detection.

Harshit Kumar, Biswadeep Chakraborty, Sudarshan Sharma, Saibal Mukhopadhyay

IEEE Trans. Inf. Forensics Secur., 2023

A Reconfigurable Quantum State Tomography Solver in FPGA.

Nathan Eli Miller, Biswadeep Chakraborty, Saibal Mukhopadhyay

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction.

Biswadeep Chakraborty, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2023

Unsupervised 3D Object Learning through Neuron Activity aware Plasticity.

Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles.

Biswadeep Chakraborty, Saibal Mukhopadhyay

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Brain-Inspired Spatiotemporal Processing Algorithms for Efficient Event-Based Perception.

Biswadeep Chakraborty, Uday Kamal, Xueyuan She, Saurabh Dash, Saibal Mukhopadhyay

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Heterogeneous Recurrent Spiking Neural Network for Spatio-Temporal Classification.

Biswadeep Chakraborty, Saibal Mukhopadhyay

CoRR, 2022

XMD: An Expansive Hardware-telemetry based Malware Detector to enhance Endpoint Detection.

Harshit Kumar, Biswadeep Chakraborty, Sudarshan Sharma, Nikhil Chawla, Saibal Mukhopadhyay

CoRR, 2022

μDARTS: Model Uncertainty-Aware Differentiable Architecture Search.

Biswadeep Chakraborty, Saibal Mukhopadhyay

IEEE Access, 2022

2021

Improving Network Throughput by Hardware Realization of a Dynamic Content Caching Scheme for Information-Centric Networking (ICN).

Archisman Ghosh, Biswadeep Chakraborty, Arnab Raha, Amitava Mukherjee

Wirel. Pers. Commun., 2021

A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection.

Biswadeep Chakraborty, Xueyuan She, Saibal Mukhopadhyay

IEEE Trans. Image Process., 2021

Optimal Selection of EEG Electrodes Using Interval Type-2 Fuzzy-Logic-Based Semiseparating Signaling Game.

Biswadeep Chakraborty, Lidia Ghosh, Amit Konar

IEEE Trans. Cybern., 2021

Cost-Aware Feature Selection for IoT Device Classification.

Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, Mohan Gurusamy

IEEE Internet Things J., 2021

$μ$DARTS: Model Uncertainty-Aware Differentiable Architecture Search.

Biswadeep Chakraborty, Saibal Mukhopadhyay

CoRR, 2021

Characterization of Generalizability of Spike Time Dependent Plasticity trained Spiking Neural Networks.

Biswadeep Chakraborty, Saibal Mukhopadhyay

CoRR, 2021

Reliable Edge Intelligence in Unreliable Environment.

Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay

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

2020

Designing Phase-Sensitive Common Spatial Pattern Filter to Improve Brain-Computer Interfacing.

Biswadeep Chakraborty, Lidia Ghosh, Amit Konar

IEEE Trans. Biomed. Eng., 2020

Cognitive Analysis of Mental States of People According to Ethical Decisions Using Deep Learning Approach.

Dipayan Dewan, Lidia Ghosh, Biswadeep Chakraborty, Abir Chowdhury, Amit Konar, Atulya K. Nagar

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

2019

Phase-Sensitive Common Spatial Pattern for EEG Classification.

Biswadeep Chakraborty, Saptak Ghosal, Lidia Ghosh, Amit Konar, Atulya K. Nagar

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Dynamical Phase Synchronization Based Approach to Study the Effects of Long-Term Alcoholism on Functional Connectivity Dynamics.

Abir Chowdhury, Biswadeep Chakraborty, Lidia Ghosh, Dipayan Dewan, Amit Konar

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Design and Evaluation of Self-Assembled Actin-Based Nano-Communication.

Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019