nupic-legacy by numenta

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

created at April 5, 2013, 11:14 p.m.

Python

625 +0

6,330 -1

1,562 -1

GitHub
mne-python by mne-tools

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

created at Jan. 28, 2011, 3:31 a.m.

Python

83 +0

2,560 +7

1,285 +1

GitHub
psychopy by psychopy

For running psychology and neuroscience experiments

created at Sept. 1, 2010, 5 p.m.

Python

66 +0

1,611 +4

878 +1

GitHub
bindsnet by BindsNET

Simulation of spiking neural networks (SNNs) using PyTorch.

created at Feb. 9, 2018, 7:42 p.m.

Python

43 +0

1,431 +3

332 -1

GitHub
nilearn by nilearn

Machine learning for NeuroImaging in Python

created at Jan. 9, 2011, 7:02 p.m.

Python

68 +0

1,108 +1

572 +2

GitHub
brian2 by brian-team

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

created at Nov. 27, 2012, 1:46 p.m.

Python

47 +0

883 +2

215 +1

GitHub
nengo by nengo

A Python library for creating and simulating large-scale brain models

created at April 20, 2013, 6:46 p.m.

Python

75 +0

801 +2

174 +0

GitHub
dipy by dipy

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

created at Feb. 6, 2010, 11:43 a.m.

Python

50 +0

669 +0

428 +0

GitHub
nibabel by nipy

Python package to access a cacophony of neuro-imaging file formats

created at July 22, 2010, 4:28 p.m.

Python

37 +0

625 +0

258 +0

GitHub
spikeinterface by SpikeInterface

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

created at July 12, 2019, 1:07 p.m.

Python

25 +0

413 +5

153 +0

GitHub
nitime by nipy

Timeseries analysis for neuroscience data

created at Sept. 2, 2009, 12:29 a.m.

Python

31 +0

234 +1

83 +0

GitHub
neuroSummerSchools by PhABC

List of summer schools in neuroscience and related fields

created at Jan. 21, 2017, 5:19 p.m.

Python

48 +0

213 +0

37 +0

GitHub
expyriment by expyriment

Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments

created at Aug. 6, 2013, 12:38 p.m.

Python

14 +0

113 +0

40 -1

GitHub