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
