computational-neuroscience

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

A list of schools and researchers in computational neuroscience

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

A publicly-editable collection of open computational neuroscience resources

Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬

HE —— “螺旋熵减机”

Brain Dynamics Programming in Python

Computational Cognitive Neuroscience, Fourth Edition

GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.

Blue Brain Python Optimisation Library

Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its…

MNE-CPP: A Framework for Electrophysiology

Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington

Inner ear models for Python

A publicly-editable collection of open science resources, including tools, datasets, meta-resources, etc.

Auryn: A fast simulator for spiking neural networks with synaptic plasticity

The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.

Collection of tutorials about methods of computational neuroscience using Python

Electrophys Feature Extraction Library

YASS: Yet Another Spike Sorter