Top 138 neuroscience open source projects

TubeTK is an open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images, developed by Kitware, Inc.

Elephant is the Electrophysiology Analysis Toolkit

Neuroscience information exchange format

A block modeling system for cognitive neuroscience

The Arbor multi-compartment neural network simulation library.

A Python-based module for creating flexible and robust spike sorting pipelines.

认知计算神经联盟 讨论会

code for storing neurodata images and image annotations

A brian2 extension to simulate spiking neural networks on GPUs

C++ library for simulation of multiscale neural field dynamics

Python machine learning package based on sklearn API for multivariate data processing and statistical analysis of symmetric positive definite matrices via Riemannian geometry

A Parametric Framework to Generate Visual Illusions using Python

CellExplorer is a graphical user interface, a standardized processing module and data structure for exploring and classifying single cells acquired using extracellular electrodes.

Recordings of 10k neurons during spontaneous behaviors

Precision current source, with optional optical feedback, for driving LEDs and laser diodes

Deep learning integration for Nengo

The PyTorch Implementation of Variable Optimizers/ Neural Variable Risk Minimization proposed in our Neural Computation paper: Artificial Neural Variability for Deep Learning: On overfitting, Noise Memorization, and Catastrophic Forgetting.

🕝 Time-warped principal components analysis (twPCA)