brain-computer-interface | Topic

Topic: "brain-computer-interface"

danburonline/spatial-place 📦

My bachelor thesis, in which I researched and explored the mass-market applicability of a novel software system for bringing brain-computer interface software to the cloud.

Language: TeX - Size: 343 MB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

enriquetomasmb/bci

Framework for P300 wave detection and noise-based cyberattacks in Brain-Computer Interfaces - Enrique Tomás Martínez Beltrán

Language: Jupyter Notebook - Size: 117 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

tongplw/Mindwave

🎧 Real-time data streaming from NeuroSky MindWave Mobile Headset

Language: Jupyter Notebook - Size: 8 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

sarikayamehmet/mind-controlled-humanoid-nao

Mind controlled Humanoid Robot using Brain-Computer Interface

Language: Python - Size: 12 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 1

SoftcodingForYou/NeuriGUI

NeuriGUI is a modular, cross-platform and FOSS app for exploring electrophysiological signals in real-time - print("Hello, Volt!")

Language: Python - Size: 18.5 MB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

okbalefthanded/StimUSTO

Stimulus presentation platefrom developed at the LARESI Lab

Language: C++ - Size: 1.35 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 1

okbalefthanded/BCI-Baseline

Brain-Computer Interface EEG based data feature extraction and classification algorithms

Language: Python - Size: 43 KB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 4

nazzacode/thesis--reimagining-computer-input

Thesis exploring the future of computer input. We discuss the theory, conduct case studies, then design and build a new input device to replace the computer keyboard for the advancing XR revolution.

Language: TeX - Size: 77.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

cfcooney/BiModNeuroCNN

Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/

Language: Python - Size: 137 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

mikaelhaji/MotorImagery

Motor Imagery System Using a Low-Cost EEG Brain Computer Interface.

Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

Abhishek0697/EEG-Based-Biometric-Authentication-for-Brain-Computer-Interfaces-

Design a Biometric Authentication using the few channels of Electroencephalogram (EEG) data available in brain computer interfaces (BCIs).

Size: 3.38 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

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.

Language: C# - Size: 128 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

jgmakin/rbmish

matlab code for exponential family harmoniums, RBMs, DBNs, and relata

Language: Matlab - Size: 952 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 4

curiousbrutus/fNIRS-Vise

NIRS-VIS is a Master Thesis Project for decoding visual stimuli from fNIRS brain data with transformers and autoencoders via Pytorch

Language: Jupyter Notebook - Size: 129 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 4 - Forks: 0

NorhanAbdelhafez/NeuroPhone-RealTime-BrainMobilePhone-Interface

A research project that explores the potential of DL models in detecting ERP (p300) in EEG signals. From EDA to modeling, we developed an end-to-end training and evaluation workflow that achieved an accuracy of 98% on the EPFL dataset. We utilized the achieved results in building a Neurophone and using the famous EMOTIV headset for EEG measurement.

Language: Jupyter Notebook - Size: 224 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 5

BrainToSpeech/tutorials

brain to speech

Language: Python - Size: 43.9 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 4

nabilalibou/online_bci_mi

Real-Time BCI for Rock-Paper-Scissors: Decoding Motor Imagery with Minimal Training

Language: Python - Size: 11.7 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

phanquanghung/eeg-classification-api

EEG Classification API using Flask

Language: Python - Size: 125 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

DavidVuescu/BCI-Connect4

A Connect4 game which can be played using a brain-computer interface

Language: C# - Size: 539 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

orvindemsy/ea-tca-mi-bci

Using combination EA (Euclidean Alignment) and TCA (Transfer Component Analysis) for transfer learning approach for MI-based BCI. This work served as a research project for master's degree completion.

Language: Jupyter Notebook - Size: 9.76 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

LeafarCoder/Error-perception-classification-in-BCI-using-CNN

This work aims to classify the occurrence of a feedback error, i.e., the perception of an error by a user interacting with a Brain-Computer Interface (BCI). To achieve that, Convolutional Neural Network (CNN) models are developed.

Language: Jupyter Notebook - Size: 4.13 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 3

mikaelhaji/Emotion300

The Emotion 300 Project: An Emotion Classification Messaging App w/ P300 Speller.

Language: JavaScript - Size: 1.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

zephirl/BrainViz

Analyzes live brain activity to control a video game through your emotions, eye blinking and head movements. Made by Zéphir & Raphael @ CodeJam 2020. MLH Winner: Best Hardware Hack.

Language: Python - Size: 13.5 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

orvindemsy/MI-BCI-CSP

Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python

Language: Jupyter Notebook - Size: 4.13 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 2

Gualor/p300-speller

A BCI speller based on P300 detection using a 1D CNN architecture.

Language: Jupyter Notebook - Size: 283 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 0

rkobler/hear

high-variance electrode artifact removal (HEAR) algorithm

Language: MATLAB - Size: 18.7 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 4

gifale95/eeg_motor_imagery_decoding

Python code for decoding EEG motor imagery conditions using a convolutional neural network.

Language: Python - Size: 82 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

basverkennis/Flight-Sim-Cognitive-Workload-EEG-Prediction

Predicting Workload in Virtual Flight Simulations using EEG Spectral and Connectivity Features

Language: Jupyter Notebook - Size: 172 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

UniversumX/Universum

Modeling Perception using Curriculum Learning, Transfer Learning to make incremental steps towards a generalizable model of perception and its AI applications

Language: Python - Size: 871 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 5

LiuLab-Bioelectronics-Harvard/AutoSort

Stable and aligned spike sorting and decoding over long-term recordings in BCI

Language: Jupyter Notebook - Size: 15 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

okbalefthanded/BCI-selected-papers

Curated list of seminal and breakthrough papers in the field of Brain-Computer Interfaces

Size: 21.5 KB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 1

okbalefthanded/pyLpov

EEG signal Offline/Online processing toolbox

Language: Python - Size: 130 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

okbalefthanded/aawedha

Deep Learning toolbox for EEG based Brain-Computer Interface signals decoding and benchmarking

Language: Python - Size: 983 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Unlimited-Research-Cooperative/Human-Brain-Organoid-Bacterial-Neural-Link

Bacterial colonies attaching themselves to human brain organoids, as a neural link to a silicon computer

Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

anthonyesp/channel_selection

Some studies regarding the selection of optimal channels in a BCI based on motor imagery

Language: MATLAB - Size: 762 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

ofou/neurotracker

🧠 Keep track of Brain-Computer Interface companies, development, and key metrics

Size: 13.7 KB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

xrsrke/neuraltext

Decoding neural activity into text

Language: Jupyter Notebook - Size: 13.6 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

shyammarjit/HSFCS

Hybrid Sequential Forward Channel Selection (HSFCS)

Language: Python - Size: 122 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

rohansrinivasan/brain-waves-emotions

Part of our Biomedical Engineering course project work. Emotional response was recorded via EEG helmet, divided in three categories of negative, neutral and positive and trained on a deep learning model.

Language: Python - Size: 11.6 MB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 2

MitchellTesla/MATLAB-BCI

Python Brain-Computer Interface Software. MATLAB toolbox's for Brain-Computer Interfacing (BCI) R&D

Language: MATLAB - Size: 2.24 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

Bloeckchengrafik/brain-computer-interface

Language: Python - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

FreeBirdsCrew/Brainstorming_Codes

Codes that are more Logical then You think, and complete in just 1 or 2 Lines of Code.

Language: Python - Size: 1010 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

caee/MIDroneControl

OpenViBE BCI paradigm for controlling a drone

Language: C++ - Size: 198 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

rameerez/brain-controlled-game Fork of urish/t-rex-brainer

Control Chrome's T-rex game with a BCI headset streaming EEG data through a LSL server

Language: JavaScript - Size: 2.93 MB - Last synced at: 7 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1

dronefreak/brain-computer-interface-for-drones

This repository allows the users to control the AR Parrot Drone via a Emotiv EEG Headset using BCI

Language: JavaScript - Size: 42.9 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1

Naresh1318/Synapse

A general purpose BCI platform designed to work with Neuralynx

Language: MATLAB - Size: 369 KB - Last synced at: 1 day ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1

prashanth-prakash/wheel-msi

Language: Matlab - Size: 6.84 KB - Last synced at: 28 days ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

WizardOfAus/Brain-Computer-Interfaces-Starter-Pack

A Starter Pack Into Getting, Learning and Making BCIs

Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 0

iankurgarg/Brain-Wave-Classification-HMM

Language: Python - Size: 147 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 1

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.

Language: Python - Size: 63.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

NABI-SNU/homepage

Homepage for NABI (Natural and Artificial Brain Intelligence)

Language: Astro - Size: 4.58 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 3

nctrl-lab/nctrl-bmi

Real-Time Single-Unit Brain-Machine Interface

Language: Jupyter Notebook - Size: 738 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

PAminai/EEG-Recorder

This is the homepage for my bachelor's project reports and updates at Shiraz University.

Language: MATLAB - Size: 19.1 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

trialan/eeg

Classification of EEG motor-imagery data.

Language: Python - Size: 4.14 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 1

AndersenLab-Caltech/fingers_rsa

Accompanying analysis code for "Stability of motor representations after paralysis"

Language: Python - Size: 215 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

plustar/Movement-Related-Cortical-Potential

Official Code for STRCA, FBTRCA for movement-related cortical potential in the brain-computer interface context

Language: MATLAB - Size: 96.9 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 2

dreambigzhang/Sleep-Apnea-Guardian

natHacks 2022 Winner Stefan, Zhao and Yushu. Python , NumPy, Brainflow Data Stream, PyQt5 GUI, Speech Recognition. Monitor Sleep Apnea by analyzing brain EEG data; instant feedback and sleep quality report; voice assistant enables accessibility control

Language: Python - Size: 7.71 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

KonstantinosBarmpas/Motor-Imagery-EEG-Dynamic-Convolutions

[TNSRE] IEEE Transactions on Neural Systems and Rehabilitation Engineering

Size: 1000 Bytes - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

sorenjmadsen/EEGChannelReduction

Dimensionality reduction for electroencephalography data to train deep learning models for motor imagery classification.

Language: Jupyter Notebook - Size: 304 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

anthonyesp/SSVEPcharacterization

Data and code for the metrological characterization of a low-cost wearable brain-computer interface

Language: MATLAB - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

Idiomatic-Programmers/MuseSDK

An open-source interface for Muse Headband, that will stream the data via sockets.

Language: C++ - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

mikaelhaji/UnsupervisedArtefactDetection

Eye-Blink Artefact Detection From Low-Cost EEG Brain Computer Interface with k-means++

Language: Python - Size: 15.5 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 2

krohak/LexiCon

A Brain Computer Interface which makes use of the latest developments in technology to turn your thought into action.

Language: Jupyter Notebook - Size: 155 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

NeuroForLunch/thermoacoustic_brain_decoder

Long range thermoacoustic silent speech interface.

Size: 2.96 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

ranasid17/BCI-EEG

Research Goal: Determine if there is hemisphere-dependent change in motor signal origin (measured by EEG) in patients who recover motor function through brain-computer interface (BCI) therapy.

Language: MATLAB - Size: 2.9 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

ML-D00M/Analyzing-Neural-Data

Analysis of brain data, primarily EEG (electroencephalography) and MEG (magnetoencephalography)

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

shiva16/Altiumeeg

Soul Scientific - ARM M3 based quad ads1299 - eeg- bci prototype (2015) - ALTIUM

Size: 14.2 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

merlin-neurotech/BCI-2018-2019

The BCI teams concentration game project for the 2019 NeurotechX Competition

Language: Python - Size: 6.77 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 5

montaserFath/Wheelchair-controlled-by-Brain-Signal

wheelchair helps disabled people to move using EEG signals from brain

Language: C++ - Size: 13.7 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

andythai/brainowar

A 3D Neurosky tug-of-war-esque game where players "wrestle" against a bot by moving a ball using their brains.

Language: C++ - Size: 10.8 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

okbalefthanded/bbci_public Fork of bbci/bbci_public

MATLAB toolbox for Brain-Computer Interfacing (BCI)

Language: Matlab - Size: 3.6 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 0

MILANIUSZ/I-VEP

Repository for the I-VEP BCI paradigm

Language: Python - Size: 12.7 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

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

Size: 1.95 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

Harshith8333/EEG-Task-Classification-ASD

🧠 EEG preprocessing and classification pipeline for ASD research using MUSE EEG data

Language: Jupyter Notebook - Size: 7.6 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0

orabe/gaitmod

Python library for real-time gait modulation prediction using multimodal neural and movement data (LFP, EEG, IMU, EMG) — designed for closed-loop DBS systems in Parkinson’s disease.

Language: Python - Size: 253 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

MiguelRochaBE/RSVP-BCI-Target-Identification-Localization

Language: Jupyter Notebook - Size: 1.46 GB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

etherealcomputing/Ouija

God View for your brain

Size: 85 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 35.2 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0