Projects in Awesome Lists tagged with brain-computer-interface
A curated list of projects in awesome lists tagged with brain-computer-interface .
https://github.com/brainflow-dev/brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
bci biosensor biosensors biosignals brain-computer-interface brain-control brain-machine-interface brainflow ecg eeg eeg-analysis emg emg-signal muse neuroscience openbci python signal-processing
Last synced: 13 May 2025
https://github.com/neurotechx/moabb
Mother of All BCI Benchmarks
bci bci-benchmarks brain-computer-interface eeg machine-learning neuroscience
Last synced: 14 May 2025
https://github.com/pyriemann/pyriemann
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
brain-computer-interface covariance-estimation covariance-matrix eeg hermitian-matrices image-processing machine-learning positive-definite-matrices python radar-image remote-sensing riemannian-geometry signal-processing statistics symmetric-matrices time-series
Last synced: 14 May 2025
https://github.com/NeuroTechX/moabb
Mother of All BCI Benchmarks
bci bci-benchmarks brain-computer-interface eeg machine-learning neuroscience
Last synced: 30 Mar 2025
https://github.com/pyRiemann/pyRiemann
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
brain-computer-interface covariance-estimation covariance-matrix eeg hermitian-matrices image-processing machine-learning positive-definite-matrices python radar-image remote-sensing riemannian-geometry signal-processing statistics symmetric-matrices time-series
Last synced: 01 May 2025
https://github.com/urish/muse-js
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
bci brain-computer-interface brain-connectivity eeg eeg-data eeg-headband eeg-headset typescript-library web-bluetooth
Last synced: 07 Apr 2025
https://github.com/superbrucejia/eeg-motor-imagery-classification-cnns-tensorflow
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
brain-com brain-computer-interface cnns convolutional-neural-networks eeg eeg-analysis eeg-classification eeg-data eeg-signals esi matlab motor-imagery motor-imagery-classification motor-imagery-tasks motor-imagery-training python tensorflow tensorflow-experiments tensorflow-models
Last synced: 09 Apr 2025
https://github.com/timeflux/timeflux
The programming interface for your body and mind
bci bci-speller biosensors biosignals brain-computer-interface brain-control brain-machine-interface ecg eda eeg emg gsr ppg signal-processing timeflux
Last synced: 09 May 2025
https://github.com/ambitious-octopus/mi-eeg-1d-cnn
A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430
artificial-neural-networks brain-computer-interface neuroscience
Last synced: 14 Apr 2025
https://github.com/ambitious-octopus/MI-EEG-1D-CNN
A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430
artificial-neural-networks brain-computer-interface neuroscience
Last synced: 08 Apr 2025
https://github.com/okbalefthanded/bci_toolbox
Classification toolbox for ERP and SSVEP based BCI data
benchmarking brain-computer-interface classification eeg erp machine-learning ssvep
Last synced: 13 Jan 2025
https://github.com/junjunjd/rustymind
A driver, parser and real time brainwave plotter for NeuroSky MindWave EEG headset
bci brain brain-computer-interface brainwave eeg eeg-headset eeg-readings eeg-signals-processing mindwave neuroscience neurosky plot rust
Last synced: 27 Apr 2025
https://github.com/jinglescode/ssvep-multi-task-learning
Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.
bci brain-computer-interface cnn convolutional-neural-network deep-learning eeg multitask-learning pytorch ssvep
Last synced: 15 Apr 2025
https://github.com/axopy/axopy
A Python Library for Implementing Human-Computer Interface Experiments
brain-computer-interface electrophysiology experiment-design gui human-computer-interaction prosthetics qt
Last synced: 14 Feb 2025
https://github.com/lmbooth/pybci
Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.
bci brain-computer-interface hmi human-computer-interaction human-machine-interface labstreaminglayer lsl machine-learning python python-brain-computer-interface pytorch sklearn tensorflow
Last synced: 10 Apr 2025
https://github.com/jinglescode/torchsignal
Data manipulation and transformation for signal processing, powered by PyTorch
brain-computer-interface python pytorch signal-processing
Last synced: 15 Apr 2025
https://github.com/jinglescode/papers
Summaries of machine learning papers
autoencoder brain-computer-interface computer-vision deep-learning machine-learning medical medical-imaging paper sequential summary vision
Last synced: 27 Mar 2025
https://github.com/dilmerv/nextminddemos
VR NextMind Unity demos taught in YouTube
bci brain-computer-interface oculus-quest unity virtual-reality vr
Last synced: 18 Mar 2025
https://github.com/slabua/augmentedbciframework
The UniPA BCI Framework is an Augmented Brain-Computer Interface framework based on the P300 paradigm with further additional modules to perform the acquisition of eye gaze and physiological features.
bci brain-computer-interface eeg eeg-signals framework hci hmi human-computer-interaction human-robot-interaction robotics rock-paper-scissors sensor-fusion trust
Last synced: 04 Apr 2025
https://github.com/okbalefthanded/bci-baseline
Brain-Computer Interface EEG based data feature extraction and classification algorithms
baseline bci brain-computer-interface classification eeg feature-extraction machine-learning
Last synced: 13 Jan 2025
https://github.com/okbalefthanded/stimusto
Stimulus presentation platefrom developed at the LARESI Lab
brain-computer-interface cpp laresi qt stimulus-presentation
Last synced: 13 Jan 2025
https://github.com/retiutut/openbci-unity-pong_dots
This project started as a simple creation of the classic Pong game with a DOTS implementation. It has been expanded to allow users to play the game using OpenBCI hardware.
accelerometer brain-computer-interface eeg-signals emg-signals openbci unity
Last synced: 14 Apr 2025
https://github.com/okbalefthanded/pylpov
EEG signal Offline/Online processing toolbox
brain-computer-interface eeg machine-learning openvibe python signal-processing
Last synced: 13 Jan 2025
https://github.com/okbalefthanded/bci-selected-papers
Curated list of seminal and breakthrough papers in the field of Brain-Computer Interfaces
bci brain-computer-interface eeg machine-learning
Last synced: 03 Mar 2025
https://github.com/freebirdscrew/brainstorming_codes
Codes that are more Logical then You think, and complete in just 1 or 2 Lines of Code.
brain-computer-interface brainstorming-codes code coding-bootcamp coding-challenge coding-challenges coding-exercises coding-interview coding-questions coding-quiz freebirdscrew interview-challenge interview-coding-challenge interview-preparation interview-questions puzzle-problem python python-programming-practices python3
Last synced: 23 Feb 2025
https://github.com/xrsrke/neuraltext
Decoding neural activity into text
bci brain-computer-interface brain-machine-interface brain2text decode-neural-activity neural-activity
Last synced: 13 Apr 2025
https://github.com/okbalefthanded/aawedha
Deep Learning toolbox for EEG based Brain-Computer Interface signals decoding and benchmarking
benchmark brain-computer-interface deep-learning eeg erp machine-learning motor-imagery ssvep
Last synced: 03 Mar 2025
https://github.com/elata-biosciences/elata-vsm-system-4
AI-powered intelligence platform aggregating breakthroughs in neuroscience, computational psychiatry, and mental health research. Built with Next.js, ChatGPT, and TypeScript.
artificial-intelligence biohacking brain-computer-interface chatgpt computational-psychiatry cryptocurrency dao desci llm machine-learning mental-health neuroscience nextjs open-ai open-science psychiatry puppeteer research-tools scraping typescript
Last synced: 18 Dec 2024
https://github.com/shiva16/altiumeeg
Soul Scientific - ARM M3 based quad ads1299 - eeg- bci prototype (2015) - ALTIUM
bci brain-computer-interface eeg electrophysiological-data electrophysiology human-computer-interaction neuroscience
Last synced: 24 Mar 2025
https://github.com/rexionmars/bicnet
BICNet is a biomimetic neural network architecture that integrates multiple systems inspired by biological brain processes to create a holistic simulation of consciousness and cognition.
bioinformatics brain-computer-interface neural-network
Last synced: 08 Apr 2025
https://github.com/mrzresearcharena/mi-eeg
Motor Imagery tasks from multi-channel EEG data
brain-computer-interface eeg-classification
Last synced: 06 Mar 2025
https://github.com/tahmidazam/waynfletestudies
A paper titled 'Prospects of brain-computer interfaces in communication for disabled children' submitted to the Waynflete Studies program.
aac artificial-intelligence augmentative-communication bci brain-computer-interface communication eeg machine-learning matlab slcn
Last synced: 07 Apr 2025
https://github.com/michaloblastni/insultdetector
Python QT application that lets targeted individuals record their EEG data from a BCI device such as Muse2, label communication start/end in their EEG stream, train an AI model from labeled data, and then run a real-time detection of such communication from their EEG stream.
artificial-intelligence brain-computer-interface eeg eeg-signals-processing qt targeted-individuals
Last synced: 06 Mar 2025
https://github.com/banaankiamanesh/ultimate-bci-design
Classic BCI Algorithms implementation in MALTAB
bci brain-computer-interface eeg machine-learning matlab motor-imagery ssvep-bci
Last synced: 05 Mar 2025
https://github.com/sohhamseal/random-topic-ppts
A set of presentations I had created for various seminar work and/or coursework
big-data-analytics blockchain-technology brain-computer-interface
Last synced: 03 Mar 2025
https://github.com/michaloblastni/bci-working-from-distance
brain-computer-interface research
Last synced: 18 Mar 2025
https://github.com/saurabhjalendra/literature-exploration-and-comparison
This repository contains a comprehensive exploration of Brain-Computer Interfaces (BCIs) and deep learning applications in EEG data. It includes a detailed literature review of significant research papers, highlighting methodologies, findings, and trends in the field.
autonomous-vehicles brain-computer-interface deep-learning eeg-signals-processing machine-learning mental-workload-estimation research-analytics
Last synced: 06 Apr 2025
https://github.com/bradleyedelman/bci-real-time-neuroimaging
Real-time BCI platform used to assess performance of: (1) discrete trial vs continuous pursuit BCI training (2) source (EEG source imaging) vs sensor space decoding (3) continuous robotic arm control
adaptive-decoding brain-computer-interface eeg machine-learning mri real-time-processing source-reconstruction
Last synced: 02 Mar 2025
https://github.com/rnuv/bci-movement-decoding
Research Project - Using SVMs to predict movement intent from EEG signals
brain-computer-interface eeg-classification support-vector-machines
Last synced: 18 Mar 2025
https://github.com/alexsigaras/hack-a-brain
Code from Hack-A-Brain Hackathon @ Feb 16th 2013
arduino brain-computer-interface r2d2 robotics
Last synced: 08 Apr 2025
https://github.com/rishannp/motor-imagery---graph-attention-network
This is works in attempt to develop novel, state-of-the-art models for decoding EEG MI data from patient datasets. Specifically using GAT, highlighting their potential advantages.
amyotrophic-lateral-sclerosis bci-competition-iv-2a brain-computer-interface deep-learning eeg graph-attention-networks keras machine-learning motor-imagery-classification tensorflow
Last synced: 21 Nov 2024
https://github.com/alexsigaras/graspit_eeg
GraspIT BCI Implementation with Emotiv EEG
brain-computer-interface c-sharp r2d2 robotics star-wars windows-presentation-foundation
Last synced: 08 Apr 2025
https://github.com/igorjakus/neurohackathon
Epileptic Seizure Detection System for NeuroHackathon 2024 engineered with Igor Jakus, Hubert Berlicki, Kyrylo Goroshenko and Lidia Podoluk
bci brain-computer-interface hackathon healthcare machine-learning neuroscience seizure-detection seizure-prediction
Last synced: 28 Feb 2025
https://github.com/cedrickly/master-s-research-project
A hybrid approach combining texture-based (GLCM) and deep learning (ResNet50) features with unsupervised clustering and supervised classification for detecting liver diseases. Achieved 99%-100% accuracy using SVM, XGBoost, and Random Forest on pseudo-labeled medical imaging datasets
applied-mathematics arithmetic-coding brain-computer-interface direct-numerical-simulation fake-news fake-news-classification hardware history kmeans-clustering network-security opencv random-forest sentimental-analysis turbulence
Last synced: 18 Feb 2025
https://github.com/michaloblastni/targeted-individual-simulator
You will wear a cheap BCI device and start doing things as usual. This simulator will play you, in your earplugs, rule-based insults, threats, and disinformation depending on your neural activity. It should be as accurate as possible. The goal is to make you feel like targeted, so you can suggest new artifacts and experiments to try to solve it.
brain-computer-interface eeg eeg-signals-processing targeted-individuals
Last synced: 18 Mar 2025