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cs.LG2021★ 1 cited
Learning without gradient descent encoded by the dynamics of a neurobiological model
Vivek Kurien George, Vikash Morar, Weiwei Yang +6
The success of state-of-the-art machine learning is essentially all based on different variations of gradient descent algorithms that minimize some version of a cost or loss functi…
cs.LG2020
Generalizable Machine Learning in Neuroscience using Graph Neural Networks
Paul Y. Wang, Sandalika Sapra, Vivek Kurien George +1
Although a number of studies have explored deep learning in neuroscience, the application of these algorithms to neural systems on a microscopic scale, i.e. parameters relevant to…