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eeg-signals-processing

Here are 71 public repositories matching this topic...

SuperBruceJia / EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Updated Sep 15, 2022
Python

EEGwithRaspberryPI

HackerBCI / EEGwithRaspberryPI

Open-Source board for converting RaspberryPI to Brain-computer interface

open-source raspberry-pi raspberrypi eeg eeg-signals bci texas-instruments raspberry-pi-3 diy-solutions bci-systems eeg-signals-processing biosignal ads1299 raspberry-pi-4 diy-electronics ironbci pieeg

Updated Sep 3, 2022
Python

Ildaron / ironbci

Open-Source Brain-Computer Interface, ADS1299 and STM32

stm32 eeg eeg-signals eeg-data bci eeg-headset bci-systems eeg-classification eeg-signals-processing ads1299 bci-homework ironbci

Updated Aug 30, 2022
C

vrcarva / vmdpy

Variational mode decomposition (VMD) in Python

python signal-processing vmd signal-analysis eeg-signals-processing epilepsy-monitoring seizure-detection

Updated Aug 11, 2020
Python

craddm / eegUtils

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

r eeg rstats eeg-signals eeg-data eeg-analysis eeg-signals-processing

Updated Sep 28, 2022
R

Raghav714 / EEG-Emotion-classification

eeg-data emotion-recognition eeg-classification eeg-signals-processing

Updated Mar 16, 2019
Python

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.

machine-learning deep-learning pytorch eeg eeg-signals eeg-classification eeg-signals-processing graph-neural-networks neurips convolutional-network neurips-2020 eeg-gcnn ml4h dgl-graph

Updated Oct 2, 2022
Python

vrcarva / ewtpy

Empirical wavelet transform (EWT) in Python

python signal-processing seizure-prediction wavelet-decomposition eeg-classification eeg-signals-processing pypi-package seizure-detection ewt

Updated Oct 15, 2020
Python

junjunjd / rustymind

A driver, parser and real time plotter for NeuroSky MindWave EEG headset

rust plot neuroscience eeg neurosky bci brain brain-computer-interface mindwave eeg-headset eeg-readings brainwave eeg-signals-processing

Updated Apr 25, 2022
Rust

AlessioZanga / PyEEGLab

Analyze and manipulate EEG data using PyEEGLab.

tensorflow keras eeg dataset preprocessing eeg-data mne-python eeg-analysis eeg-classification eeg-signals-processing

Updated Dec 5, 2020
Python

Muse-Analysis-Tools

digital-cinema-arts / Muse-Analysis-Tools

A set of tools to analyze and create charts from Muse EEG devices.

eeg muse-headband eeg-headband eeg-analysis eeg-classification eeg-signals-processing

Updated Feb 27, 2020
Python

geopopos / EEG_convolutional_neural_net

A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.

python machine-learning keras eeg eeg-signals brain-signal-decoding eeg-signals-processing

Updated May 31, 2018
Python

BIAPT / EEGapp

A MATLAB application to automatize analysis of EEG data

pipeline analysis matlab eeg eeg-data eeglab eeg-analysis eeg-signals-processing graph-theory-analysis surrogate-data-analysis phase-lag

Updated Aug 20, 2019
MATLAB

sari-saba-sadiya / EEGExtract

A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.

eeg-analysis eeg-signals-processing extracting-eeg-features eeg-features

Updated Jun 28, 2022
Python

ycq091044 / ContraWR

SSL: EEG dataset processing and EEG Self-supervised Learning

eeg-signals eeg-signals-processing self-supervised-learning contrastive-learning

Updated Apr 22, 2022
Python

Ildaron / 3.eeg_recognation

Machine learning for Anonymous detection of an alcoholic by EEG signals

eeg eeg-signals eeg-data fourier-series fourier-analysis alcohol fourier-transform wavelets eeg-analysis wavelet-analysis wavelet-transform eeg-classification eeg-signals-processing pass-filter eeg-dataset alcohol-eeg

Updated Sep 16, 2021
Python

EsiSeraj / EEG-PhaseFreq-Analysis

Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox

brain-computer-interface frequency-analysis user-manual phase-locking-value bci-systems instantaneous-frequency phase-analysis eeg-signals-processing transfer-function-perturbation eeg-phase phase-quantities phase-shift phase-resetting biological-signal-processing statistical-signal-processing instantaneous-phase

Updated Jul 18, 2018
MATLAB

mvidaldp / Traumschreiber-mobileEEG

Android app for EEG data visualization and recording with the Traumschreiber BLE device

Updated Jul 22, 2020
Java

exporl / mwf-artifact-removal

MWF-based EEG artifact removal in MATLAB

eeg matlab-toolbox artifact-removal eeg-signals-processing publication-code

Updated Jan 7, 2020
MATLAB

maguire-lab-seizure-detection-webapp

matteocargnelutti / maguire-lab-seizure-detection-webapp

🧠 Maguire Lab's Deep Learning Seizure Detection WebApp.

data-science neuroscience eeg-signals-processing

Updated Mar 21, 2021
JavaScript

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