An open API service providing repository metadata for many open source software ecosystems.

Topic: "eeg"

mne-tools/mne-python

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

Language: Python - Size: 157 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 2,940 - Forks: 1,386

neuropsychology/NeuroKit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Language: Python - Size: 4.01 GB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 1,783 - Forks: 445

brainflow-dev/brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

Language: C++ - Size: 159 MB - Last synced at: 3 days ago - Pushed at: 12 days ago - Stars: 1,420 - Forks: 343

analyticalmonk/awesome-neuroscience

A curated list of awesome neuroscience libraries, software and any content related to the domain.

Size: 204 KB - Last synced at: 18 days ago - Pushed at: 7 months ago - Stars: 1,395 - Forks: 151

vlawhern/arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

Language: Python - Size: 71.3 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 936 - Forks: 274

braindecode/braindecode

Deep learning software to decode EEG, ECG or MEG signals

Language: Python - Size: 5.16 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 928 - Forks: 203

fieldtrip/fieldtrip

The MATLAB toolbox for MEG, EEG and iEEG analysis

Language: MATLAB - Size: 973 MB - Last synced at: 3 days ago - Pushed at: 5 days ago - Stars: 897 - Forks: 741

pieeg-club/EEGwithRaspberryPI

Not supported. Measure 8 EEG channels with Shield PiEEG and RaspberryPi in C library

Language: Python - Size: 34.1 MB - Last synced at: about 19 hours ago - Pushed at: about 1 month ago - Stars: 895 - Forks: 89

NeuroTechX/moabb

Mother of All BCI Benchmarks

Language: Python - Size: 107 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 786 - Forks: 204

pyRiemann/pyRiemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

Language: Python - Size: 1.45 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 679 - Forks: 169

pbashivan/EEGLearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

Language: Python - Size: 25.8 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 661 - Forks: 220

sccn/eeglab

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

Language: MATLAB - Size: 89.1 MB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 654 - Forks: 254

pieeg-club/ironbci

Wearable (BLE) Brain-Computer Interface, ADS1299 and STM32 with SDK for mobile application

Language: Python - Size: 6.75 MB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 527 - Forks: 47

mims-harvard/UniTS

A unified multi-task time series model.

Language: Python - Size: 47.9 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 517 - Forks: 76

openlists/ElectrophysiologyData

A list of openly available datasets in (mostly human) electrophysiology.

Size: 252 KB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 440 - Forks: 73

brainstorm-tools/brainstorm3

Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

Language: MATLAB - Size: 1.19 GB - Last synced at: 7 days ago - Pushed at: 16 days ago - Stars: 416 - Forks: 168

akaraspt/deepsleepnet

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Language: Python - Size: 1.44 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 408 - Forks: 156

DeepBCI/Deep-BCI

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

Language: C - Size: 1.13 GB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 390 - Forks: 182

fooof-tools/fooof

Parameterizing neural power spectra into periodic & aperiodic components.

Language: Python - Size: 202 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 389 - Forks: 104

neuropsychology/NeuroKit.py

A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).

Language: Python - Size: 224 MB - Last synced at: 7 days ago - Pushed at: about 5 years ago - Stars: 376 - Forks: 103

eeyhsong/EEG-Conformer

EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

Language: Python - Size: 3.45 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 374 - Forks: 51

emadeldeen24/TS-TCC

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

Language: Python - Size: 2.83 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 374 - Forks: 100

eegsynth/eegsynth

Converting real-time EEG into sounds, music and visual effects

Language: Python - Size: 53.3 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 365 - Forks: 62

neurotech-berkeley/neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

Language: Jupyter Notebook - Size: 200 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 357 - Forks: 85

raphaelvallat/antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

Language: Python - Size: 5.55 MB - Last synced at: about 5 hours ago - Pushed at: 4 months ago - Stars: 321 - Forks: 58

TNTLFreiburg/braindecode

Outdated, see new https://github.com/braindecode/braindecode

Language: Python - Size: 3.35 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 321 - Forks: 158

urish/muse-js

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

Language: TypeScript - Size: 896 KB - Last synced at: about 1 hour ago - Pushed at: 8 months ago - Stars: 293 - Forks: 80

upsidedownlabs/BioAmp-EXG-Pill

BioAmp EXG Pill is a small and elegant Analog Front End (AFE) board for BioPotential signal acquisition.

Language: HTML - Size: 59.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 263 - Forks: 62

cbrnr/mnelab

MNELAB – a GUI for MNE

Language: Python - Size: 6.35 MB - Last synced at: 1 day ago - Pushed at: 3 days ago - Stars: 258 - Forks: 72

kylemath/DeepEEG

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 256 - Forks: 58

NeuroTechX/eeg-101 📦

Interactive neuroscience tutorial app using Muse and React Native to teach EEG and BCI basics.

Language: JavaScript - Size: 63 MB - Last synced at: 15 days ago - Pushed at: about 4 years ago - Stars: 254 - Forks: 58

curiositry/EEGrunt

A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse

Language: Python - Size: 1.73 MB - Last synced at: about 1 month ago - Pushed at: almost 8 years ago - Stars: 245 - Forks: 71

translationalneuromodeling/tapas

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

Language: MATLAB - Size: 164 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 231 - Forks: 93

Altaheri/EEG-ATCNet

Attention temporal convolutional network for EEG-based motor imagery classification

Language: Python - Size: 15.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 229 - Forks: 32

Emotiv/cortex-example

Example with Cortex V2/V3 API

Language: C# - Size: 15 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 225 - Forks: 118

forrestbao/pyeeg

Python + EEG/MEG = PyEEG

Language: Python - Size: 116 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 221 - Forks: 83

SuperBruceJia/EEG-Motor-Imagery-Classification-CNNs-TensorFlow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

Language: Python - Size: 56.6 KB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 220 - Forks: 48

nbara/python-meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

Language: Python - Size: 197 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 197 - Forks: 51

ZitongLu1996/NeuroRA

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Neural Pattern Similarity (NPS), Representational Similarity Analysis (RSA), Spatiotemporal Pattern Similarity (STPS) & Inter-Subject Correlation (ISC)

Language: Python - Size: 75.2 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 183 - Forks: 34

lyndond/Analyzing_Neural_Time_Series

python implementations of Analyzing Neural Time Series Textbook

Language: Jupyter Notebook - Size: 27.9 MB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 182 - Forks: 80

timeflux/timeflux

The programming interface for your body and mind

Language: Python - Size: 656 KB - Last synced at: 15 days ago - Pushed at: 6 months ago - Stars: 174 - Forks: 27

MousaviSajad/SleepEEGNet

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

Language: Python - Size: 358 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 168 - Forks: 74

kylemath/EEGEdu

Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse

Language: JavaScript - Size: 24 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 166 - Forks: 35

zhongpeixiang/AI-NLP-Paper-Readings

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

Size: 797 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 165 - Forks: 25

mne-tools/mne-cpp

MNE-CPP: A Framework for Electrophysiology

Language: C++ - Size: 349 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 164 - Forks: 144

pwstegman/bci.js

:bar_chart: EEG signal processing and machine learning in JavaScript

Language: JavaScript - Size: 3.62 MB - Last synced at: about 10 hours ago - Pushed at: almost 5 years ago - Stars: 160 - Forks: 16

raphaelvallat/entropy

EntroPy: complexity of time-series in Python (DEPRECATED)

Language: Python - Size: 3.53 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 158 - Forks: 47

sappelhoff/pyprep

PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

Language: Python - Size: 25.9 MB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 149 - Forks: 35

cbrnr/sigviewer

A viewing application for biosignals

Language: C++ - Size: 8.42 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 149 - Forks: 40

mne-tools/mne-bids

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

Language: Python - Size: 66.5 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 146 - Forks: 94

dashersw/brain-monitor

A terminal app written in Node.js to monitor brain signals in real-time

Language: JavaScript - Size: 36.1 KB - Last synced at: 1 day ago - Pushed at: about 6 years ago - Stars: 145 - Forks: 18

ufvceiec/EEGRAPH

EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.

Language: Python - Size: 153 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 140 - Forks: 43

CAMBI-tech/BciPy

Python Brain-Computer Interface Software

Language: Python - Size: 399 MB - Last synced at: about 22 hours ago - Pushed at: about 24 hours ago - Stars: 135 - Forks: 35

neuromore/studio

neuromore Studio is your all-in-one biofeedback suite

Language: C++ - Size: 95.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 134 - Forks: 41

CVxTz/EEG_classification

EEG Sleep stage classification using CNN with Keras

Language: Python - Size: 387 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 134 - Forks: 39

amrzhd/EEGNet

This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks using EEG data.

Language: Jupyter Notebook - Size: 112 KB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 129 - Forks: 8

emadeldeen24/AdaTime

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

Language: Python - Size: 106 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 128 - Forks: 14

spm/spm

SPM (Statistical Parametric Mapping) - Development Version

Language: MATLAB - Size: 731 MB - Last synced at: 4 days ago - Pushed at: 21 days ago - Stars: 123 - Forks: 32

xiangzhang1015/Deep-Learning-for-BCI

Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications

Language: Jupyter Notebook - Size: 2.09 GB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 123 - Forks: 32

learn-neuroimaging/hitchhackers_guide_brain

A list of tutorials and other resources useful to learn open science and neuroimaging, EEG and MEG

Size: 5.35 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 113 - Forks: 40

neurosity/eeg-pipes

Digital signal processing utilities as RxJS operators for working with EEG data in Node and the Browser

Language: TypeScript - Size: 4.91 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 112 - Forks: 22

openlists/ElectrophysiologySoftware

A list of openly available software tools for (mostly human) electrophysiology.

Size: 84 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 111 - Forks: 20

eeyhsong/NICE-EEG

[ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.

Language: Python - Size: 46.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 109 - Forks: 15

craddm/eegUtils

An R package for processing and plotting of electroencephalography (EEG) data

Language: R - Size: 164 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 106 - Forks: 27

makism/dyconnmap

A dynamic connectome mapping module in python.

Language: Python - Size: 105 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 104 - Forks: 31

garethjns/Kaggle-EEG

Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.

Language: Matlab - Size: 861 KB - Last synced at: 11 days ago - Pushed at: about 5 years ago - Stars: 104 - Forks: 29

mne-tools/mne-icalabel

Automatic labeling of ICA components in Python.

Language: Python - Size: 175 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 102 - Forks: 16

methlabUZH/automagic

Automagic

Language: MATLAB - Size: 414 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 102 - Forks: 32

RonanB96/Low-Cost-EEG-Based-BCI

Low Cost Electroencephalogram Based Brain-Computer-Interface

Language: C - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 102 - Forks: 25

krishk97/ECE-C247-EEG-GAN 📦

GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, datasets 2a. Final project for UCLA's EE C247: Neural Networks and Deep Learning course.

Language: Jupyter Notebook - Size: 6.3 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 100 - Forks: 35

dashersw/wits

A Node.js library that reads your mind with Emotiv EPOC EEG headset

Language: C++ - Size: 16.6 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 99 - Forks: 10

neural-data-science/NESC_3505_textbook

Textbook for NESC 3505, Neural Data Science, at Dalhousie University

Language: Jupyter Notebook - Size: 801 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 93 - Forks: 45

VisLab/EEG-Clean-Tools

Contains tools for EEG standardized preprocessing

Language: MATLAB - Size: 4.32 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 92 - Forks: 30

zhangks98/eeg-adapt

Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

Language: Python - Size: 28.6 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 90 - Forks: 38

NeuroTechX/bci-workshop

Material for the BCI Workshop held at District 3 in May 2015 by BCI Montréal.

Language: Python - Size: 3.43 MB - Last synced at: 1 day ago - Pushed at: about 3 years ago - Stars: 89 - Forks: 55

wonambi-python/wonambi

Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

Language: Python - Size: 3.05 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 87 - Forks: 19

NTX-McGill/NeuroTechX-McGill-2019

A wheelchair controlled by EEG brain signals and enhanced with assisted driving

Language: Python - Size: 319 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 87 - Forks: 26

emadeldeen24/AttnSleep

[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

Language: Python - Size: 477 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 87 - Forks: 34

IoBT-VISTEC/MIN2Net

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

Language: Python - Size: 19.4 MB - Last synced at: 12 days ago - Pushed at: almost 3 years ago - Stars: 87 - Forks: 26

neurosity/openbci-dashboard 📦

A fullstack javascript app for capturing and visualizing OpenBCI EEG data

Language: TypeScript - Size: 14.7 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 87 - Forks: 22

HypoX64/candock

A time series signal analysis and classification framework

Language: Python - Size: 1.39 MB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 85 - Forks: 29

eeyhsong/EEG-Transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

Language: Python - Size: 84 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 85 - Forks: 12

akaraspt/tinysleepnet

TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively

Language: Python - Size: 544 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 84 - Forks: 38

scientisst/BioSPPy Fork of PIA-Group/BioSPPy

Biosignal Processing in Python

Language: Python - Size: 6.82 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 83 - Forks: 26

trendscenter/gift

Group ICA/IVA software (MATLAB)

Language: MATLAB - Size: 364 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 82 - Forks: 45

openmeeg/openmeeg

A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.

Language: C++ - Size: 35.4 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 80 - Forks: 49

ErikBjare/thesis

MSc thesis on: Classifying brain activity using EEG and automated time tracking of computer use (using ActivityWatch)

Language: Python - Size: 130 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 79 - Forks: 4

jonescompneurolab/hnn

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.

Language: Python - Size: 56.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 78 - Forks: 22

neerajwagh/eeg-gcnn

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

Language: Python - Size: 71.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 18

gifale95/eeg_encoding

Use DNNs to build encoding models of EEG visual responses.

Language: Python - Size: 1.49 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 76 - Forks: 12

xmh1011/AT-DGNN

[BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning

Language: Python - Size: 177 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 75 - Forks: 2

Eelbrain/Eelbrain

Language: Python - Size: 24.4 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 74 - Forks: 34

automaticanalysis/automaticanalysis

Automatic Analysis (aa)

Language: MATLAB - Size: 91 MB - Last synced at: 1 day ago - Pushed at: 7 months ago - Stars: 74 - Forks: 35

connectomicslab/connectomemapper3

Connectome Mapper 3 is a BIDS App that implements full anatomical, diffusion, resting/state functional MRI, and recently EEG processing pipelines, from raw T1 / DWI / BOLD , and preprocessed EEG data to multi-resolution brain parcellation with corresponding connection matrices.

Language: HTML - Size: 354 MB - Last synced at: 10 days ago - Pushed at: 18 days ago - Stars: 73 - Forks: 28

snailpt/ResBiLSTM

Residual and bidirectional LSTM for epileptic seizure detection

Language: Python - Size: 148 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 72 - Forks: 0

sappelhoff/eeg_positions

Compute and plot standard EEG electrode positions.

Language: Python - Size: 593 KB - Last synced at: 8 days ago - Pushed at: 26 days ago - Stars: 69 - Forks: 16

nasoboleva/EEG-Emotion-Recognition

EEG data processing and it's convolution using AutoEncoder + CNN + RNN

Language: Jupyter Notebook - Size: 58.4 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 69 - Forks: 19

preraulab/multitaper_toolbox

A multitaper spectral estimation toolbox implemented in Matlab, Python, and R

Language: Python - Size: 3.07 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 67 - Forks: 27

rameerez/brain-computer-interfacing

🧠 Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)

Language: Jupyter Notebook - Size: 1.44 GB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 65 - Forks: 18

AITRICS/EEG_real_time_seizure_detection

Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)

Language: Python - Size: 6.92 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 64 - Forks: 24

Related Topics
python 179 neuroscience 169 machine-learning 151 bci 149 deep-learning 134 signal-processing 124 eeg-analysis 124 eeg-signals 116 matlab 108 brain-computer-interface 100 meg 93 eeg-classification 92 eeg-signals-processing 62 fmri 57 neuroimaging 51 brain 46 eeg-data 46 eeglab 45 cnn 44 erp 44 emg 43 ecg 42 electroencephalography 40 motor-imagery 37 pytorch 36 classification 35 muse 34 mne-python 33 mne 32 psychology 28 python3 27 tensorflow 26 time-series 26 openbci 25 biosignals 25 sleep 24 emotiv 24 bids 23 electrophysiology 23 visualization 22 r 22 arduino 21 mri 21 ssvep 21 ica 21 ecog 20 lsl 20 convolutional-neural-networks 20 ai 20 event-related-potentials 19 preprocessing 19 keras 19 neural-network 19 emotion-recognition 18 data-analysis 17 statistics 17 eeg-headset 17 neurosky 17 brainwave 17 motor-imagery-classification 16 ieeg 16 neural-networks 16 lstm 15 mindwave 15 analysis 15 android 15 sleep-analysis 15 svm 15 p300 15 attention 14 artificial-intelligence 14 transfer-learning 14 feature-extraction 14 epilepsy 13 functional-connectivity 13 julia 13 neurofeedback 13 real-time 13 eye-tracking 12 experiment 12 connectivity 12 research 12 fieldtrip 12 source-localization 12 cognitive-science 12 pipeline 11 dataset 11 sleep-stage-classification 11 bci-systems 11 music 11 data-visualization 11 annotation 11 magnetoencephalography 11 computational-neuroscience 11 signal 11 muse-headband 10 self-supervised-learning 10 human-computer-interaction 10 emotion 10 brain-imaging 10