Computational Neuroscience Papers/Textbooks
Resources in computational/theoretical neuroscience that I have found particularly influential.
I have been asked a few times for resources that relate to the flavour of computational neuroscience I am excited about. Here is a list (last updated March 23rd, 2022):
Vector Symbolic Architectures - Representation Learning
Predictive Coding, Free Energy Principle and the Bayesian Brain - Models of Cognition
Starting with a similarity matching objective function and using Langrangians can re write it as an online, local Hebbian learning algorithm that provably tiles the data manifold. I am working on followups to this.