Popular GitHub Repositories for Computational Neuroscience

Brian is a free, open source simulator for spiking neural networks.

A list of schools and researchers in computational neuroscience

Easy whole-brain modeling for computational neuroscientists ??????

Go implementation of Leabra algorithm for biologically-based models of cognition, based on emergent framework (with Python interface)

A brian2 extension to simulate spiking neural networks on GPUs

A curated repository of Neuro-AI papers.

ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks

An implementation of Olshausen and Field (96) in PyTorch

Supplementary data and code accompanying: https://arxiv.org/abs/2109.12434

Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models

An updated version of the Open Source Brain platform

[Neuron 2024] Analysis of Baoding ball policy from MyoChallenge at NeurIPS 2022

Models of Mouse Vision: Self-supervised pre-trained networks and training code (PyTorch)

Official implementation of paper "A neural active inference model of perceptual-motor learning" published on Computational Neuroscience in 2023.

Optimal feedback control + interventions, in JAX.

Code for my paper: "Theta sequences as eligibility traces: a biological solution to credit assignment"

Spiking neural network simulator which allows to simulate neuronal cultures placed over Multi-Electrode Arrays (MEAs).

A unified working & short-term memory task for artificial neural networks.

This project implements a Linear-Gaussian model to predict neural spike counts based on stimulus data.

An implementation of the Neuron By Neuron training algorithm in Python. The only true successful DEEP learning algorithm available today.