Top 16 computational-neuroscience open source projects

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

Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data

Brain models implementation with BrainPy

Computational Neuroscience Crash Course (University of Bordeaux, 2020)

YASS: Yet Another Spike Sorter

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

Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction to programming in MATLAB, single-neuron models, ion channel models, basic neural networks, and neural decoding.

A package for data-driven validation of neuron and ion channel models using SciUnit

A virtual optogenetics laboratory

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.

Brain Dynamics Programming in Python

A large-scale spiking model of the vision-related areas of macaque cortex.

认知计算神经联盟 讨论会

A brian2 extension to simulate spiking neural networks on GPUs

Python library for easy creation and running of spiking neural networks in tensorflow.

Computational Neuroscience Crash Course (CNCC 2019)