Top 79 eeg open source projects

Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

✭ 32

python shell deep-learning cnn eeg motor-imagery

EEG Reader is an Android mobile application, which reads EEG signal from NeuroSky mobile device connected to smartphone via Bluetooth.

✭ 36

java android eeg neurosky bci mindwave

Deep-Learning-for-BCI

Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications

✭ 63

Jupyter Notebook python machine-learning deep-learning artificial-intelligence eeg bci datamining

hnn-core

Simulation and optimization of neural circuits for MEG/EEG source estimates

✭ 24

python AMPL meg eeg computational-modeling neuron-simulator

AttnSleep

[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

✭ 76

python shell pytorch eeg attention eeg-classification sleep-staging self-attention sleep-stage-scoring sleep-stage-classification

thesis

MSc thesis on: Classifying brain activity using EEG and automated time tracking of computer use (using ActivityWatch)

✭ 44

python Jupyter Notebook Makefile machine-learning research thesis activitywatch eeg openbci muse msc-thesis neurosity

ScouseTom

Open Source EIT system using Keithley 6221 current source and EEG systems

✭ 17

C++matlab AGS Script SMT c prolog arduino hardware eeg tomography eit brain-imaging biomedical-instrumentation electrical-impedance-tomography scousetom

openmeeg

A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.

✭ 62

C++c CMake python shell SWIG bem meg eeg electromagnetism forward-problem

brain-powered

With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.

✭ 13

python matlab drone eeg bci university-of-amsterdam eeg-analysis eeg-classification

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.

✭ 45

HTML python docker pipelines singularity eeg fmri bids brain connectome parcellation dmri bidsapp bids-apps chuv

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.

✭ 20

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

eeguana

A package for manipulating EEG data in R.

✭ 16

r dplyr tidyverse eeg eeg-signals eeg-data eeg-analysis

pyRiemann

Python machine learning package based on sklearn API for multivariate data processing and statistical analysis of symmetric positive definite matrices via Riemannian geometry

✭ 470

python machine-learning statistics time-series signal-processing neuroscience eeg brain-computer-interface covariance-matrices riemannian-geometry

rteeg

[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time

✭ 28

python shell real-time eeg mne-python labstreaminglayer

TSception

PyTorch implementation of TSception

✭ 52

python deep-learning time-series eeg emotion-recognition

EEG-Motor-Imagery-Classification-CNNs-TensorFlow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow