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14 Oct 2021
SERC
Institute for Infocomm Research
Dendritic Computing: Branching Deeper into Machine Learning
Jyotibdha Acharya,
Arindam Basu,
Robert Legenstein,
Thomas Limbacher,
Panayiota Poirazi,
Xundong Wu
Neuroscience
26 Oct 2020
SERC
Institute for Infocomm Research
HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses
Roshan Gopalakrishnan,
Yansong Chua,
Pengfei Sun,
Ashish Jith Sreejith Kumar,
Arindam Basu
Frontiers in Neuroscience
27 Dec 2019
SERC
Institute for Infocomm Research
Sparse Ensemble Machine Learning to Improve Robustness of Long-term Decoding in iBMIs
Shoeb Shaikh,
Rosa So,
Tafadzwa Sibindi,
Camilo Libedinsky,
Arindam Basu
IEEE Transactions on Neural Systems and Rehabilitation Engineering
1 Dec 2019
SERC
Institute for Infocomm Research
Towards Intelligent Intracortical BMI (i2BMI): Low-Power Neuromorphic Decoders That Outperform Kalman Filters
Shoeb Shaikh,
Rosa So,
Tafadzwa Sibindi,
Camilo Libedinsky,
Arindam Basu
IEEE Transactions on Biomedical Circuits and Systems
19 Oct 2017
SERC
Institute for Infocomm Research
Cortical Motor Intention Decoding on an Analog Co- Processor with Fast Training for Non-stationary Data
Shoeb Shaikh,
Yi Chen,
Rosa So,
Arindam Basu
IEEE Biomedical Circuits and Systems Conference 2017
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