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eeg

Here are 675 public repositories matching this topic...

mne-tools / mne-python

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

visualization python machine-learning statistics neuroscience meg eeg neuroimaging electroencephalography magnetoencephalography electrocorticography ecog

Updated Nov 7, 2021
Python

fieldtrip / fieldtrip

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The MATLAB toolbox for MEG, EEG and iEEG analysis

statistics analysis matlab neuroscience meg eeg connectivity neuroimaging bids brain beamformer fieldtrip ecog dipole time-frequency ieeg seeg donders

Updated Nov 6, 2021
MATLAB

vlawhern / arl-eegmodels

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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

deep-learning tensorflow keras eeg convolutional-neural-networks brain-computer-interface event-related-potentials time-series-classification eeg-classification sensory-motor-rhythm

Updated Sep 23, 2021
Python

pbashivan / EEGLearn

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

recurrent-neural-networks eeg convolutional-neural-networks

Updated Jul 2, 2020
Python

brainflow

brainflow-dev / brainflow

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Open

Add `release_all_sessions` method

Andrey1994 commented Sep 26, 2021

In BoardShim we can add a new method like release_all_sessions. It should be a static method that removes all board instances from a map.

It should call release_session for all boards and get exit codes, final exit code in case of failure for one of them should be the exit code of the first failed board.

Use Case for it: IDEs like matlab, unity player, etc. There if you forgot to call `r

Read more

enhancement good first issue

Open

Fix all security warnings

6

Open

Add emulator for Bluetooth devices

2

Find more good first issues

NeuroKit

neuropsychology / NeuroKit

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NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Updated Nov 7, 2021
Python

pyRiemann

pyRiemann / pyRiemann

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Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface

python machine-learning neuroscience eeg bci brain-computer-interface covariance-matrices

Updated Nov 6, 2021
Python

neuropsychology / NeuroKit.py

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

Updated Mar 30, 2020
Python

TNTLFreiburg / braindecode

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

deep-learning eeg convolutional-networks convolutional-neural-networks brain-signal-decoding

Updated May 11, 2020
Python

sccn / eeglab

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

eeg electrophysiology brain eeglab

Updated Nov 3, 2021
MATLAB

moabb

NeuroTechX / moabb

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Mother of All BCI Benchmarks

machine-learning neuroscience eeg bci brain-computer-interface bci-benchmarks

Updated Nov 2, 2021
Python

brainstorm-tools / brainstorm3

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

matlab meg eeg electrophysiology

Updated Nov 7, 2021
MATLAB

akaraspt / deepsleepnet

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

deep-learning neural-network cnn eeg lstm sleep biosignals sleep-analysis scoring-sleep-stages

Updated Oct 8, 2021
Python

neurotech-berkeley / neurotech-course

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CS198-96: Intro to Neurotechnology @ UC Berkeley

neuroscience eeg eeg-signals emg neurofeedback event-related-potentials neurotech biosignals

Updated Apr 1, 2021
Jupyter Notebook

eegsynth / eegsynth

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

redis synthesizer eeg ecg emg bci fieldtrip

Updated Nov 20, 2020
Python

urish / muse-js

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Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

eeg typescript-library web-bluetooth eeg-data bci brain-computer-interface eeg-headband eeg-headset brain-connectivity

Updated Sep 21, 2021
TypeScript

NeuroTechX / eeg-101

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

android react-native eeg muse plotting bci

Updated Apr 13, 2021
JavaScript

DeepBCI / Deep-BCI

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

open-source deep-learning erp eeg bci brain cognitive nirs ssvep motor-imagery

Updated Nov 1, 2021
C

fooof-tools / fooof

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Parameterizing neural power spectra into periodic & aperiodic components.

neuroscience meg eeg electrophysiology power-spectral-density ecog oscillations lfp local-field-potential

Updated Oct 9, 2021
Python

curiositry / EEGrunt

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

python tutorial graph neuroscience data-visualization eeg openbci ecg muse data-analysis collection-python-eeg

Updated Jun 19, 2017
Python

openlists / ElectrophysiologyData

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

data research meg eeg open-data open-science electrophysiology ecog lfp electrophysiological-data

Updated Aug 26, 2021

translationalneuromodeling / tapas

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TAPAS - Translational Algorithms for Psychiatry-Advancing Science

statistical-learning neuroscience eeg computational fmri bayesian-inference behavioral hierarchical-models psychiatry psychosomatics neurology

Updated Sep 2, 2021
MATLAB

raphaelvallat / entropy

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

python machine-learning entropy signal-processing neuroscience eeg complexity non-linear biosignals eeg-analysis eeg-classification entropy-bits features-extraction permutation-entropy

Updated Mar 29, 2021
Python

forrestbao / pyeeg

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Python + EEG/MEG = PyEEG

python meg eeg series physiology python-eeg

Updated Apr 6, 2020
Python

zhongpeixiang / AI-NLP-Paper-Readings

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

python nlp machine-learning natural-language-processing ai deep-learning neural-network paper word-embeddings cnn artificial-intelligence eeg rnn seq2seq reading-list natural-language-generation affective-computing dialogue-systems emotion-recognition graph-neural-networks

Updated May 22, 2021

cbrnr / mnelab

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MNELAB - a GUI for MNE

python gui meg eeg mne

Updated Oct 29, 2021
Python

pwstegman / bci.js

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📊 EEG signal processing and machine learning in JavaScript

javascript machine-learning signal-processing eeg bci

Updated Jun 7, 2020
JavaScript

lyndond / Analyzing_Neural_Time_Series

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python implementations of Analyzing Neural Time Series Textbook

python time-series jupyter analysis signal-processing neuroscience eeg neural-data-analysis

Updated Nov 1, 2021
Jupyter Notebook

kylemath / DeepEEG

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Deep Learning with Tensor Flow for EEG MNE Epoch Objects

machine-learning deep-learning neuroscience eeg keras-tensorflow

Updated Aug 25, 2021
Jupyter Notebook

MousaviSajad / SleepEEGNet

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

deep-learning tensorflow cnn eeg rnn sequence-to-sequence biomedical biosignals sleep-stage-scoring

Updated Aug 27, 2021
Python

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