Biswadeep Chakraborty

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 37

Top Topics

Biologically Inspired

Multiple Instance

Cerebellar Model

Top Venues

Publications

Biswadeep Chakraborty, Saibal Mukhopadhyay
Topological Representations of Heterogeneous Learning Dynamics of Recurrent Spiking Neural Networks. CoRR (2024)
Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay
STEMFold: Stochastic Temporal Manifold for Multi-Agent Interactions in the Presence of Hidden Agents. CoRR (2024)
Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay
STEMFold: Stochastic temporal manifold for multi-agent interactions in the presence of hidden agents. L4DC (2024)
Beomseok Kang, Harshit Kumar, Minah Lee, Biswadeep Chakraborty, Saibal Mukhopadhyay
Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction. L4DC (2024)
Biswadeep Chakraborty, Saibal Mukhopadhyay
Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing. CoRR (2024)
Harshit Kumar, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay
Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation. CoRR (2024)
Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN. CoRR (2024)
Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN. ICLR (2024)
Harshit Kumar, Biswadeep Chakraborty, Beomseok Kang, Saibal Mukhopadhyay
Studying the Impact of Stochasticity on the Evaluation of Deep Neural Networks for Forest-Fire Prediction. CoRR (2024)
Beomseok Kang, Harshit Kumar, Minah Lee, Biswadeep Chakraborty, Saibal Mukhopadhyay
Learning Locally Interacting Discrete Dynamical Systems: Towards Data-Efficient and Scalable Prediction. CoRR (2024)
Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay
Unsupervised 3D Object Learning through Neuron Activity aware Plasticity. ICLR (2023)
Biswadeep Chakraborty, Uday Kamal, Xueyuan She, Saurabh Dash, Saibal Mukhopadhyay
Brain-Inspired Spatiotemporal Processing Algorithms for Efficient Event-Based Perception. DATE (2023)
Biswadeep Chakraborty, Saibal Mukhopadhyay
Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles. CoRR (2023)
Biswadeep Chakraborty, Saibal Mukhopadhyay
Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction. IJCNN (2023)
Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay
Unsupervised 3D Object Learning through Neuron Activity aware Plasticity. CoRR (2023)
Nathan Eli Miller, Biswadeep Chakraborty, Saibal Mukhopadhyay
A Reconfigurable Quantum State Tomography Solver in FPGA. QCE (2023)
Harshit Kumar, Biswadeep Chakraborty, Sudarshan Sharma, Saibal Mukhopadhyay
XMD: An Expansive Hardware-Telemetry-Based Mobile Malware Detector for Endpoint Detection. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Biswadeep Chakraborty, Saibal Mukhopadhyay
Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction. CoRR (2023)
Biswadeep Chakraborty, Saibal Mukhopadhyay
Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles. ICLR (2023)
Harshit Kumar, Biswadeep Chakraborty, Sudarshan Sharma, Nikhil Chawla, Saibal Mukhopadhyay
XMD: An Expansive Hardware-telemetry based Malware Detector to enhance Endpoint Detection. CoRR (2022)
Biswadeep Chakraborty, Saibal Mukhopadhyay
Heterogeneous Recurrent Spiking Neural Network for Spatio-Temporal Classification. CoRR (2022)
Biswadeep Chakraborty, Saibal Mukhopadhyay
μDARTS: Model Uncertainty-Aware Differentiable Architecture Search. IEEE Access 10 (2022)
Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, Mohan Gurusamy
Cost-Aware Feature Selection for IoT Device Classification. IEEE Internet Things J. 8 (14) (2021)
Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay
Reliable Edge Intelligence in Unreliable Environment. DATE (2021)
Biswadeep Chakraborty, Saibal Mukhopadhyay
$μ$DARTS: Model Uncertainty-Aware Differentiable Architecture Search. CoRR (2021)
Biswadeep Chakraborty, Xueyuan She, Saibal Mukhopadhyay
A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection. IEEE Trans. Image Process. 30 (2021)
Biswadeep Chakraborty, Xueyuan She, Saibal Mukhopadhyay
A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection. CoRR (2021)
Archisman Ghosh, Biswadeep Chakraborty, Arnab Raha, Amitava Mukherjee
Improving Network Throughput by Hardware Realization of a Dynamic Content Caching Scheme for Information-Centric Networking (ICN). Wirel. Pers. Commun. 116 (4) (2021)
Biswadeep Chakraborty, Saibal Mukhopadhyay
Characterization of Generalizability of Spike Time Dependent Plasticity trained Spiking Neural Networks. CoRR (2021)
Biswadeep Chakraborty, Lidia Ghosh, Amit Konar
Optimal Selection of EEG Electrodes Using Interval Type-2 Fuzzy-Logic-Based Semiseparating Signaling Game. IEEE Trans. Cybern. 51 (12) (2021)
Biswadeep Chakraborty, Lidia Ghosh, Amit Konar
Designing Phase-Sensitive Common Spatial Pattern Filter to Improve Brain-Computer Interfacing. IEEE Trans. Biomed. Eng. 67 (7) (2020)
Dipayan Dewan, Lidia Ghosh, Biswadeep Chakraborty, Abir Chowdhury, Amit Konar, Atulya K. Nagar
Cognitive Analysis of Mental States of People According to Ethical Decisions Using Deep Learning Approach. IJCNN (2020)
Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, Mohan Gurusamy
Cost-aware Feature Selection for IoT Device Classification. CoRR (2020)
Abir Chowdhury, Biswadeep Chakraborty, Lidia Ghosh, Dipayan Dewan, Amit Konar
A Dynamical Phase Synchronization Based Approach to Study the Effects of Long-Term Alcoholism on Functional Connectivity Dynamics. PReMI (2) (2019)
Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty
Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. IWCMC (2019)
Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty
Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. CoRR (2019)
Biswadeep Chakraborty, Saptak Ghosal, Lidia Ghosh, Amit Konar, Atulya K. Nagar
Phase-Sensitive Common Spatial Pattern for EEG Classification. SMC (2019)