no code implementations • 27 Mar 2024 • Gabriel A. Silva
This is a component of the still-nascent topic of applying quantum computing to the modeling and simulations of biological and artificial neural networks.
no code implementations • 16 Mar 2021 • Vivek Kurien George, Vikash Morar, Weiwei Yang, Jonathan Larson, Bryan Tower, Shweti Mahajan, Arkin Gupta, Christopher White, Gabriel A. Silva
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 function.
no code implementations • 16 Oct 2020 • Paul Y. Wang, Sandalika Sapra, Vivek Kurien George, Gabriel A. Silva
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 lower scales of organization, remains relatively novel.