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Neuroscience

9 repositories found

NeuroTechX

NeuroTechX

moabb
Python AI analysis

MOABB is a standardized benchmarking framework for Brain-Computer Interface (BCI) algorithms, providing a comprehensive collection of freely...

Production ready Niche use case
bci bci-benchmarks brain-computer-interface
1k
250
130
6/wk
active
7/10 Science
braindecode

braindecode

braindecode
Python AI analysis

Braindecode is a Python toolbox for decoding raw electrophysiological brain signals (EEG, ECoG, MEG) using deep learning models. It provides dataset...

Production ready Niche use case
deep-learning ecog eeg
1.3k
269
91
5/wk
active
8/10 Science
psychopy

psychopy

psychopy
Python AI analysis

PsychoPy is an open-source Python library for designing and running behavioral science experiments, ranging from psychophysics studies to teaching...

Production ready Beginner friendly Niche use case
experiment experiment-control experimental-design
2k
978
193
11/wk
active
8/10 Science
brian-team

brian-team

brian2
Python AI analysis

Brian2 is a Python-based clock-driven simulator for spiking neural networks, designed for computational neuroscience research. It prioritizes ease of...

Production ready Beginner friendly Niche use case
biological-simulations brian brian2
1.2k
287
207
4/wk
active
8/10 Science
mne-tools

mne-tools

mne-python
Python AI analysis

MNE-Python is a specialized research toolkit for analyzing magnetoencephalography (MEG), electroencephalography (EEG), and related neurophysiological...

Production ready Niche use case
ecog eeg electrocorticography
3.5k
1.6k
647
10/wk
active
8/10 Science
rordenlab

rordenlab

dcm2niix
C++ AI analysis

dcm2niix converts neuroimaging data from DICOM format (medical imaging standard) to NIfTI format (neuroimaging research standard), with optional BIDS...

Production ready Niche use case
bids-format dcm dcm2niix
1.2k
261
3/wk
active
8/10 Healthcare
NeuromatchAcademy

NeuromatchAcademy

course-content
Jupyter Notebook AI analysis

NMA Computational Neuroscience is a structured online course covering dynamic systems, machine learning, and stochastic processes applied to...

Niche use case
dynamic-systems machine-learning neuroscience
3.1k
1.1k
29
active
7/10 Education
jeshraghian

jeshraghian

snntorch
Python AI analysis

snnTorch is a PyTorch-based library for building and training spiking neural networks (SNNs), a brain-inspired alternative to conventional deep...

Production ready Niche use case
machine-learning neural-networks neuron-models
2k
291
80
recent
7/10 AI & ML
brainflow-dev

brainflow-dev

brainflow
C++ AI analysis

BrainFlow is a specialized library for acquiring, parsing, and analyzing biosensor data including EEG, EMG, and ECG signals from devices like OpenBCI...

Production ready Niche use case
bci biosensor biosensors
1.7k
401
21
slow
7/10 Science