1 citations · 1 across the 3 of their papers we have counts for
3 papers
Advancing Neural Network Performance through Emergence-Promoting Initialization Scheme
Johnny Jingze Li, Vivek Kurien George, Gabriel A. Silva
Emergence in machine learning refers to the spontaneous appearance of complex behaviors or capabilities that arise from the scale and structure of training data and model architect…
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…
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…