Publications
2026
CATFormer: When Continual Learning Meets Spiking Transformers With Dynamic Thresholds
Vaishnavi Nagabhushana, Kartikay Agrawal, Ayon Borthakur
Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:84-92
A Spiking Heterogeneous Harmonic Resonate-and-Fire State Space Model for Time Series
Kartikay Agrawal, Vaishnavi Nagabhushana, Abhijeet Vikram, Vedant Sharma, Ayon Borthakur
Forty-third International Conference on Machine Learning (ICML 2026)
2025
Heterogeneous quantization regularizes spiking neural network activity
R Moyal, KR Mama, M Einhorn, A Borthakur, TA Cleland
Nature Scientific Reports
A Second-Order Spiking(SSM) for Wearables
Kartikay Agrawal, Abhijeet Vikram, Vedant Sharma, Vaishnavi Nagabhushana, Ayon Borthakur
NeurIPS 2025 Workshop on Learning from Time Series for Health
2024
Neural Decision Tree for Bio-TinyML
K Agrawal, A Borthakur, AK Singh, P Srikaran, D Nandi, O Pujari
2024 IEEE Biomedical Circuits and Systems Conference (BioCAS)
Representation Learning Using a Single Forward Pass
A Somasundaram, P Mishra, A Borthakur
arXiv preprint arXiv:2402.
2023
A Study on Tiny YOLO for Resource Constrained Xray Threat Detection
RV Ambati, A Borthakur
Proceedings of the Third International Conference on AI-ML Systems
2022
Sapinet: A sparse event-based spatiotemporal oscillator for learning in the wild
A Borthakur
arXiv preprint arXiv:2204.
2021
2020
A systematic framework for olfactory bulb signal transformations
TA Cleland, A Borthakur
Frontiers in computational neuroscience
2019
A spike time-dependent online learning algorithm derived from biological olfaction
A Borthakur, TA Cleland
Frontiers in neuroscience
Signal conditioning for learning in the wild
A Borthakur, TA Cleland
Proceedings of the 7th Annual Neuro-inspired Computational Elements Workshop
2017
A neuromorphic transfer learning algorithm for orthogonalizing highly overlapping sensor array responses
A Borthakur, TA Cleland
2017 ISOCS/IEEE International Symposium on Olfaction and Electronic Nose
2016
Effect of reference scheme on power and phase of the local field potential
V Shirhatti, A Borthakur, S Ray
Neural computation