203 citations · 1.3k across the 57 of their papers we have counts for
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cs.NE2022
Sequence Learning Using Equilibrium Propagation
Malyaban Bal, Abhronil Sengupta
Equilibrium Propagation (EP) is a powerful and more bio-plausible alternative to conventional learning frameworks such as backpropagation. The effectiveness of EP stems from the fa…
cs.NE2022★ 1 cited
Astromorphic Self-Repair of Neuromorphic Hardware Systems
Zhuangyu Han, A N M Nafiul Islam, Abhronil Sengupta
While neuromorphic computing architectures based on Spiking Neural Networks (SNNs) are increasingly gaining interest as a pathway toward bio-plausible machine learning, attention i…