RNN trained on neuroscience behavioral tasks

Evaluating the hidden dimensions of a recurrent network needed to solve a perceptual decision making task and whether training the recurrent connections is necessary for solving the task

A project that I did as part of the IBRO-Simons Computational Neuroscience Imbizo 2022 in Cape Town, South Africa.

Example performances

Looking at the evolving dynamics over time using PCA