Picture for Biswadeep Chakraborty

Biswadeep Chakraborty

FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning

Add code
Apr 02, 2025
Viaarxiv icon

Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks

Add code
Apr 01, 2025
Viaarxiv icon

A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks

Add code
Dec 10, 2024
Viaarxiv icon

Online Relational Inference for Evolving Multi-agent Interacting Systems

Add code
Nov 03, 2024
Figure 1 for Online Relational Inference for Evolving Multi-agent Interacting Systems
Figure 2 for Online Relational Inference for Evolving Multi-agent Interacting Systems
Figure 3 for Online Relational Inference for Evolving Multi-agent Interacting Systems
Figure 4 for Online Relational Inference for Evolving Multi-agent Interacting Systems
Viaarxiv icon

RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator

Add code
Sep 04, 2024
Viaarxiv icon

Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing

Add code
Jul 08, 2024
Figure 1 for Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing
Figure 2 for Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing
Figure 3 for Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing
Figure 4 for Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing
Viaarxiv icon

Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation

Add code
Apr 19, 2024
Viaarxiv icon

Learning Locally Interacting Discrete Dynamical Systems: Towards Data-Efficient and Scalable Prediction

Add code
Apr 09, 2024
Viaarxiv icon

Topological Representations of Heterogeneous Learning Dynamics of Recurrent Spiking Neural Networks

Add code
Mar 19, 2024
Viaarxiv icon

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

Add code
Mar 06, 2024
Viaarxiv icon