Topic: eeg Goto Github

👇 Here are 1114 public repositories matching this topic...

akaraspt / deepsleepnet
eeg,DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
User: akaraspt
scoring-sleep-stages deep-learning eeg neural-network lstm sleep sleep-analysis cnn biosignals

altaheri / eeg-atcnet
eeg,Attention temporal convolutional network for EEG-based motor imagery classification
User: altaheri
Home Page: https://ieeexplore.ieee.org/document/9852687
attention classification convolutional-neural-networks eeg motor-imagery multi-head-self-attention temporal-convolutional-network

analyticalmonk / awesome-neuroscience
eeg,A curated list of awesome neuroscience libraries, software and any content related to the domain.
User: analyticalmonk
Home Page: http://akashtandon.com/awesome-neuroscience/
neuroscience mooc brain awesome-list matlab python intelligence awesome list hacktoberfest eeg meg nirs

braindecode / braindecode
eeg,Deep learning software to decode EEG, ECG or MEG signals
Organization: braindecode
Home Page: https://braindecode.org/
deep-learning eeg electroencephalogram electroencephalography neuroimaging neuroscience python pytorch meg magnetoencephalography

brainflow-dev / brainflow
eeg,BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
Organization: brainflow-dev
Home Page: https://brainflow.org/
eeg eeg-analysis brain-computer-interface brain-machine-interface brain-control bci signal-processing biosensors biosignals biosensor

brainstorm-tools / brainstorm3
eeg,Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology
Organization: brainstorm-tools
Home Page: http://neuroimage.usc.edu/brainstorm
matlab electrophysiology eeg meg

cbrnr / mnelab
eeg,MNELAB – a GUI for MNE
User: cbrnr
eeg gui meg mne python

curiositry / eegrunt
eeg,A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse
User: curiositry
Home Page: http://autodidacts.io
data-analysis data-visualization ecg eeg muse neuroscience openbci python

deepbci / deep-bci
eeg,An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
User: deepbci
bci brain cognitive deep-learning eeg erp motor-imagery nirs open-source ssvep

eegsynth / eegsynth
eeg,Converting real-time EEG into sounds, music and visual effects
Organization: eegsynth
Home Page: www.eegsynth.org
bci eeg ecg emg synthesizer fieldtrip redis

eeyhsong / eeg-conformer
eeg,EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
User: eeyhsong
eeg transformer conformer activation-map eeg-transformer eeg-visualization attention

eeyhsong / eeg-transformer
eeg,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.
User: eeyhsong
deep-learning attention-mechanism vit transformer attention common-spatial-pattern eeg eeg-classification physiological-signals

emadeldeen24 / adatime
eeg,[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
User: emadeldeen24
deep-learning pytorch domain-adaptation time-series eeg sleep-stage-classification human-activity-recognition transfer-learning unsupervised-domain-adaptation cdan

emadeldeen24 / attnsleep
eeg,[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
User: emadeldeen24
Home Page: https://ieeexplore.ieee.org/document/9417097
attention eeg eeg-classification pytorch self-attention sleep-stage-classification sleep-stage-scoring sleep-staging

emadeldeen24 / ts-tcc
eeg,[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
User: emadeldeen24
unsupervised-learning deep-learning contrastive-learning temporal contextual time-series eeg fault-diagnosis epilepsy epileptic-seizures sleep-stage-classification transfer-learning human-activity-recognition machine-learning representation-learning

emotiv / cortex-example
eeg,Example with Cortex V2/V3 API
Organization: emotiv
Home Page: https://emotiv.com
cortex epoc epocplus epocx insight eeg neuroscience

fieldtrip / fieldtrip
eeg,The MATLAB toolbox for MEG, EEG and iEEG analysis
Organization: fieldtrip
Home Page: http://www.fieldtriptoolbox.org
meg eeg ecog analysis matlab dipole beamformer statistics time-frequency connectivity

fooof-tools / fooof
eeg,Parameterizing neural power spectra into periodic & aperiodic components.
Organization: fooof-tools
Home Page: https://fooof-tools.github.io/
electrophysiology oscillations power-spectral-density neuroscience local-field-potential eeg meg ecog lfp

forrestbao / pyeeg
eeg,Python + EEG/MEG = PyEEG
User: forrestbao
python series meg python-eeg eeg physiology

ildaron / ironbci
eeg,Open-Source Brain-Computer Interface, ADS1299 and STM32
User: ildaron
ads1299 eeg bci ironbci stm32 eeg-signals-processing eeg-signals eeg-classification eeg-headset eeg-data

kylemath / deepeeg
eeg,Deep Learning with Tensor Flow for EEG MNE Epoch Objects
User: kylemath
deep-learning eeg keras-tensorflow machine-learning neuroscience

kylemath / eegedu
eeg,Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
User: kylemath
Home Page: http://eegedu.com
eeg openbci ecg muse js data-visualization data-analysis plotting react-native bci

lyndond / analyzing_neural_time_series
eeg,python implementations of Analyzing Neural Time Series Textbook
User: lyndond
analysis eeg jupyter neural-data-analysis neuroscience python signal-processing time-series

mims-harvard / units
eeg,A unified multi-task time series model.
Organization: mims-harvard
Home Page: https://zitniklab.hms.harvard.edu/projects/UniTS/
anomaly-detection classification few-shot forecasting foundation-models imputation prompt-tuning time-series unified-model zero-shot

mne-tools / mne-python
eeg,MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Organization: mne-tools
Home Page: https://mne.tools
python neuroscience electroencephalography magnetoencephalography electrocorticography machine-learning statistics visualization eeg meg

mousavisajad / sleepeegnet
eeg,SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
User: mousavisajad
biomedical biosignals cnn deep-learning eeg rnn sequence-to-sequence sleep-stage-scoring tensorflow

nbara / python-meegkit
eeg,🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
User: nbara
Home Page: https://nbara.github.io/python-meegkit/
eeg meg denoising signal-processing dss cca python binder-ready eeg-processing neuroscience

neuropsychology / neurokit
eeg,NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
Organization: neuropsychology
Home Page: https://neuropsychology.github.io/NeuroKit
biosignals cardiac ecg eda eeg emg entropy eog hacktoberfest heart-rate hrv physiology ppg python scr signal signal-processing skin-conductance software tutorial

neuropsychology / neurokit.py
eeg,A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
Organization: neuropsychology
Home Page: http://neurokit.rtfd.io
biosignals python eeg eda neuroscience microstates hrv rsa heart-rate ecg

neurotech-berkeley / neurotech-course
eeg,CS198-96: Intro to Neurotechnology @ UC Berkeley
Organization: neurotech-berkeley
eeg neurotech neuroscience neurofeedback event-related-potentials biosignals emg eeg-signals

neurotechx / eeg-101
eeg,Interactive neuroscience tutorial app using Muse and React Native to teach EEG and BCI basics.
Organization: neurotechx
android bci eeg muse plotting react-native

neurotechx / moabb
eeg,Mother of All BCI Benchmarks
Organization: neurotechx
Home Page: https://neurotechx.github.io/moabb/
bci bci-benchmarks brain-computer-interface eeg machine-learning neuroscience

openlists / electrophysiologydata
eeg,A list of openly available datasets in (mostly human) electrophysiology.
Organization: openlists
data open-data open-science research electrophysiology electrophysiological-data eeg meg ecog lfp

pbashivan / eeglearn
eeg,A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
User: pbashivan
eeg convolutional-neural-networks recurrent-neural-networks

pi-eeg / eegwithraspberrypi
eeg,Open-Source board for converting RaspberryPI to Brain-computer interface
Organization: pi-eeg
ads1299 bci bci-systems biosignal diy-electronics diy-solutions eeg eeg-signals eeg-signals-processing ironbci open-source pieeg raspberry-pi raspberry-pi-3 raspberry-pi-4 raspberrypi texas-instruments

pwstegman / bci.js
eeg,:bar_chart: EEG signal processing and machine learning in JavaScript
User: pwstegman
Home Page: https://bci.js.org
bci eeg javascript machine-learning signal-processing

pyriemann / pyriemann
eeg,Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Organization: pyriemann
Home Page: https://pyriemann.readthedocs.io
eeg brain-computer-interface python machine-learning riemannian-geometry statistics signal-processing time-series covariance-estimation covariance-matrix

raphaelvallat / antropy
eeg,AntroPy: entropy and complexity of (EEG) time-series in Python
User: raphaelvallat
Home Page: https://raphaelvallat.com/antropy/
python signal-processing entropy fractal-dimension numba neuroscience eeg complexity signal feature-extraction

raphaelvallat / entropy
eeg,EntroPy: complexity of time-series in Python (DEPRECATED)
User: raphaelvallat
Home Page: https://raphaelvallat.com/entropy/
entropy entropy-bits python permutation-entropy signal-processing eeg-analysis biosignals neuroscience complexity eeg

sccn / eeglab
eeg,EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD
Organization: sccn
Home Page: https://eeglab.ucsd.edu/
eeglab eeg brain electrophysiology eeg-preprocessing eeg-signals-processing biosignal ecg ecog eda

superbrucejia / eeg-motor-imagery-classification-cnns-tensorflow
eeg,EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
User: superbrucejia
Home Page: https://iopscience.iop.org/article/10.1088/1741-2552/ab4af6/meta
eeg-data motor-imagery-tasks cnns convolutional-neural-networks esi tensorflow python eeg eeg-signals eeg-analysis

timeflux / timeflux
eeg,The programming interface for your body and mind
Organization: timeflux
Home Page: https://timeflux.io
timeflux biosignals eeg ecg emg eda gsr ppg bci brain-computer-interface

tntlfreiburg / braindecode
eeg,Outdated, see new https://github.com/braindecode/braindecode
Organization: tntlfreiburg
deep-learning eeg brain-signal-decoding convolutional-networks convolutional-neural-networks

translationalneuromodeling / tapas
eeg,TAPAS - Translational Algorithms for Psychiatry-Advancing Science
Organization: translationalneuromodeling
Home Page: https://translationalneuromodeling.github.io/tapas/
computational psychiatry behavioral neuroscience psychosomatics neurology statistical-learning bayesian-inference hierarchical-models fmri eeg

upsidedownlabs / bioamp-exg-pill
eeg,BioAmp EXG Pill is a small and elegant Analog Front End (AFE) board for BioPotential signal acquisition.
Organization: upsidedownlabs
Home Page: https://www.crowdsupply.com/upside-down-labs/bioamp-exg-pill
bioelectronics emg emg-signal biopotential-signals prosthetics prosthetic-design biology bioamp-emg-pill hardware upsidedownlabs

urish / muse-js
eeg,Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
User: urish
Home Page: https://medium.com/@urish/reactive-brain-waves-af07864bb7d4
web-bluetooth eeg eeg-headset eeg-headband eeg-data bci brain-computer-interface brain-connectivity typescript-library

vlawhern / arl-eegmodels
eeg,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
User: vlawhern
brain-computer-interface convolutional-neural-networks deep-learning eeg eeg-classification event-related-potentials keras sensory-motor-rhythm tensorflow time-series-classification

xiangzhang1015 / deep-learning-for-bci
eeg,Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
User: xiangzhang1015
eeg bci deep-learning machine-learning datamining artificial-intelligence

zhongpeixiang / ai-nlp-paper-readings
eeg,This is my reading list for my PhD in AI, NLP, Deep Learning and more.
User: zhongpeixiang
deep-learning nlp machine-learning neural-network natural-language-processing natural-language-generation artificial-intelligence ai paper reading-list

zitonglu1996 / neurora
eeg,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)
User: zitonglu1996
Home Page: https://zitonglu1996.github.io/NeuroRA/
python-toolbox representation-similarity rsa neural-data eeg meg fmri ecog seeg fnirs