electroencephalogram

There are 1 repository under electroencephalogram topic.

braindecode / braindecode
Deep learning software to decode EEG, ECG or MEG signals
deep-learning eeg electroencephalogram electroencephalography neuroimaging neuroscience python pytorch meg magnetoencephalography electrocorticography ecog
Language:Python 724
nickmmark / brain-eeg-graph
Arduino EEG interface for lucid dreaming
lucid-dreaming arduino electroencephalogram sleep-stage-scoring work-in-progress hardware-hacking
Language:Processing 329
RonanB96 / Low-Cost-EEG-Based-BCI
Low Cost Electroencephalogram Based Brain-Computer-Interface
bci eeg nucleo electroencephalogram electroencephalography bioamplifier brain-computer-interface emg eog ecg
Language:C 116
EEG-Feature-Extraction-Toolbox
JingweiToo / EEG-Feature-Extraction-Toolbox
This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.
classification eeg electroencephalogram feature-extraction machine-learning signal-processing
Language:MATLAB 69
mkfzdmr / Deep-Learning-based-Emotion-Recognition
Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN
emotion-recognition eeg-signals deep-neural-networks emotional-states emotion-estimation emotion-analysis deep-learning electroencephalogram azimuthal-equidistant-projection
Language:Python 39
neerajwagh / eeg-self-supervision
Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!
eeg self-supervised-learning self-supervision multi-task-learning representation-learning deep-learning biosignals convolutional-neural-networks domain-driven-design electroencephalogram electrophysiological-data machine-learning ml4h neural-network neurips-2021 neuroscience transfer-learning unsupervised-learning eeg-classification eeg-signals
Language:Python 18
EsiSeraj / ERP_Connectivity_EMG_Analysis
Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human motor cortex from Neuroscience view point: (1) ERP estimation and quantification, (2) Cortical Functional Connectivity analysis and (3) EMG quantification
event-related-potentials erp event-related-synchronization ers event-related-desynchronization erd erp-time-dynamics time-frequency-analysis cortical-functional-connectivity functional-connectivity brain-computer-interface brain-connectivity electroencephalogram eeg electromyogram emg emg-quantification matlab-functions free-toolbox user-manual
Language:MATLAB 15
nish-nm / Eye-Wink-Detection-Using-Neurosky-Mindwave
In this project, we address the problem of eye-blink detection and analysis of left and right human eye blinks using EEG signals with help of Neurosky Mindwave Mobile. The purpose of this project is to monitor and understanding of eye blinks for proper communication with a person
neurosky neurosky-mindwave-headset random-forest eeg-signals eeg-data eeg-classification eeg-analysis eeg-headset electroencephalography electroencephalogram eye-wink eye-blink
Language:Python 10
mohammadbashiri / attention-eeg
Report of a project done as a part of Neuro-inspired System Engineering course @ TUM
electroencephalogram attention
Language:Python 9
cwnicoletti / Electroencephalogram-Project
[Scrapped] Creating an EEG from scratch
electroencephalogram cadlab processing3
Language:Python 4
eeg_commander
sjburwell / eeg_commander
MATLAB pipeline for easy-to-program automated pre-processing of electroencephalogram (EEG) data using independent component analysis and statistically-robust detection of artifacts.
eeg-pipeline electroencephalogram independent-component-analysis neuroscience psychophysiology robust-statistics
Language:MATLAB 4
jhschwartz / medhacks-zzg
MedHacks 2018 Team ZZG
electroencephalogram eeg websocket emotiv emotiv-epoc sleep sleep-analysis health medhacks serverless
Language:JavaScript 3
saintmarina / neurofit
NeuroFit is a real-time brain waves visualizer and Alpha wave neurofeedback training app, designed to work with Open BCI EEG machine
android brain-waves electroencephalogram kotlin mobile-app neurofeedback-training neuroscience
Language:Kotlin 3
WorkloadUABCVC / Workload-detection-based-on-EEG-data
Mental Workload
mental-workload deep-learning electroencephalogram
Language:Python 3
plustar / Movement-Related-Cortical-Potential
Official Code for STRCA, FBTRCA for movement-related cortical potential in the brain-computer interface context
brain-computer-interface electroencephalogram movement-related-cortical-potential
Language:MATLAB 2
nnyase / EEG-data-analysis-
Worked on Dr. M Roncaglia RITA electroencephalogram (EEG) brain activity dataset. Preprocessed, cleaned and transformed the brain activity data to be used for monitoring distinct brain frequencies.
data-analysis data-visualization signal-processing eeg-signals-processing electroencephalogram fourier-transform scipy
Language:HTML 1
RicardoHernandezVarela / extraccion-de-caracteristicas-EEG
Extracción de características (estadísticas y band power) de señales de EEG de habla imaginada.
signal-processing electroencephalogram matlab feature-extraction supervised-learning weka
Language:MATLAB 1
rerp
sjburwell / rerp
Compute regression event-related potentials ("rERPs") which account for hypothetical overlap among brain processes accompanying temporally adjacent cognitive events (e.g., stimulus and response).
eeg-analysis electroencephalogram multiple-regression
Language:MATLAB 1
PyNoetic
NeuroDiag / PyNoetic
bci-systems brain-computer-interface cognitive-neuroscience eeg-signals-processing electroencephalogram machine-learning
Language:JavaScript 0
PatGleeson101 / eeg-stress-prediction
Constructive-cascade neural networks predict stress from electroencephalogram (EEG) signals.
electroencephalogram neural-network
Language:Jupyter Notebook 0
favourori / expesicor-brainly
Lightweight PHP program that opens an attached EEG file (.txt) and displays it with a graph and summary statistics on a user interface.
php electroencephalogram eeg summary-statistics graph
Language:PHP

electroencephalogram

braindecode / braindecode

nickmmark / brain-eeg-graph

RonanB96 / Low-Cost-EEG-Based-BCI

JingweiToo / EEG-Feature-Extraction-Toolbox

mkfzdmr / Deep-Learning-based-Emotion-Recognition

neerajwagh / eeg-self-supervision

EsiSeraj / ERP_Connectivity_EMG_Analysis

nish-nm / Eye-Wink-Detection-Using-Neurosky-Mindwave

mohammadbashiri / attention-eeg

cwnicoletti / Electroencephalogram-Project

sjburwell / eeg_commander

jhschwartz / medhacks-zzg

saintmarina / neurofit

WorkloadUABCVC / Workload-detection-based-on-EEG-data

plustar / Movement-Related-Cortical-Potential

nnyase / EEG-data-analysis-

RicardoHernandezVarela / extraccion-de-caracteristicas-EEG

sjburwell / rerp

NeuroDiag / PyNoetic

PatGleeson101 / eeg-stress-prediction

favourori / expesicor-brainly