|Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions|
A Basu, J Acharya, T Karnik, H Liu, H Li, JS Seo, C Song
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1), 6-27, 2018
|EBBIOT: A Low-complexity Tracking Algorithm for Surveillance in IoVT Using Stationary Neuromorphic Vision Sensors|
J Acharya, AU Caycedo, VR Padala, RRS Singh, G Orchard, B Ramesh, ...
arXiv preprint arXiv:1910.01851, 2019
|Feature extraction techniques for low-power ambulatory wheeze detection wearables|
J Acharya, A Basu, W Ser
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
|Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning|
J Acharya, A Basu
IEEE transactions on biomedical circuits and systems 14 (3), 535-544, 2020
|A Comparison of Low-Complexity Real-Time Feature Extraction for Neuromorphic Speech Recognition|
J Acharya, A Patil, X Li, Y Chen, SC Liu, A Basu
Frontiers in neuroscience 12, 160, 2018
|A low-power end-to-end hybrid neuromorphic framework for surveillance applications|
A Ussa, L Della Vedova, VR Padala, D Singla, J Acharya, CZ Lei, ...
arXiv preprint arXiv:1910.09806, 2019
|Spiking Neural Network Based Region Proposal Networks for Neuromorphic Vision Sensors|
J Acharya, P Vandana, A Basu
2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo …, 2019
|Is my Neural Network Neuromorphic? Taxonomy, Recent Trends and Future Directions in Neuromorphic Engineering|
SK Bose, J Acharya, A Basu
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1522-1527, 2019
|A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-time Systems|
A Ussa, CS Rajen, D Singla, J Acharya, GF Chuanrong, A Basu, ...
arXiv preprint arXiv:2007.11404, 2020
|Optogenetics inspired transition metal dichalcogenide neuristors for in-memory deep recurrent neural networks|
RA John, J Acharya, C Zhu, A Surendran, SK Bose, A Chaturvedi, ...
Nature Communications 11 (1), 1-9, 2020
|Neuromorphic machine learning for audio processing: from bio-inspiration to biomedical applications|
Nanyang Technological University, 2020