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: about 9 hours ago - Pushed at: about 9 hours ago - Stars: 1 - Forks: 0

rudrakshmohanty/EEG-Based-Emotion-Classification-using-Hybrid-GRU-CNN-Model

A deep learning model using a hybrid GRU-CNN architecture to classify human emotions (Positive, Negative, Neutral) from EEG brainwave data.

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

BRomans/OpenCortexBCI

OpenCortex is a fully-featured EEG streamer for BCI applications

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 12 - Forks: 1

nbursa/SomaOS

SomaOS is a next-generation operating system built for thought, not touch. It replaces screens, menus, and voice commands with a silent, symbol-driven, EEG-based interface.

Size: 4.88 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - 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: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

brainflow-dev/brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

Language: C++ - Size: 158 MB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 1,443 - Forks: 350

NeuroTechX/moabb

Mother of All BCI Benchmarks

Language: Python - Size: 114 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 795 - Forks: 205

michaloblastni/targeted-individual-simulator

You will wear a cheap BCI device and start doing things as usual. This simulator will play you, in your earphones, 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 to solve it.

Size: 65.4 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

miretteamin/MindEase Fork of iakozlov/mindease

Language: Swift - Size: 17.8 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

prashanth-prakash/EEG-ANALYSIS-FOR-MOTOR-IMAGERY-APPLICATION

Language: Jupyter Notebook - Size: 290 KB - Last synced at: 4 days ago - Pushed at: about 6 years ago - Stars: 44 - Forks: 10

Mentalab-hub/explorepy

Python API for Mentalab biosignal aquisition devices

Language: Python - Size: 9.17 MB - Last synced at: about 13 hours ago - Pushed at: about 13 hours ago - Stars: 49 - Forks: 21

michaloblastni/BCI-working-from-distance

Size: 20.5 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

matiasrodlo/matiasrodlo

Readme x Major League Hacking

Size: 13.7 KB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

Metaverse-Crowdsource/Complete-Neural-Signal-Analysis

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

Language: Jupyter Notebook - Size: 1.51 GB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 34 - Forks: 8

RonanB96/Low-Cost-EEG-Based-BCI

Low Cost Electroencephalogram Based Brain-Computer-Interface

Language: C - Size: 13.4 MB - Last synced at: 11 days ago - Pushed at: over 4 years ago - Stars: 142 - Forks: 33

atonkamanda/awesome-ai-brain-computer-interface

Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.

Size: 109 KB - Last synced at: 1 day ago - Pushed at: 8 months ago - Stars: 89 - Forks: 4

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

NABI-SNU/nabi-snu.github.io

Homepage for NABI (Natural and Artificial Brain Intelligence)

Language: Astro - Size: 3.17 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 1 - Forks: 0

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 API, and TypeScript.

Language: TypeScript - Size: 547 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 18 - Forks: 2

NTX-McGill/NeuroTechX-McGill-2019

A wheelchair controlled by EEG brain signals and enhanced with assisted driving

Language: Python - Size: 319 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 94 - Forks: 26

zubara/mneflow

Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.

Language: Python - Size: 14.8 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 44 - Forks: 12

Marco-Congedo/PosDefManifoldML.jl

A Julia Package for Machine Learning on the Manifold of Positive Definite Matrices

Language: Julia - Size: 2.35 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 24 - Forks: 4

madibabaiasl/NeuroFusion-Trans

Deep learning framework for EEG–EMG fusion using transformers to improve gesture recognition in assistive robotics.

Language: Jupyter Notebook - Size: 15.4 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

madibabaiasl/EEGIntentPaper

Transformer-based EEG intent detection model classifying real vs. imagined movements for assistive robotics applications.

Language: Jupyter Notebook - Size: 438 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

FBen3/awesome-BCIss

List of summer schools to study brain-computer interfaces, neurotechnology & related fields worldwide

Size: 46.9 KB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 27 - Forks: 1

pyRiemann/pyRiemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

Language: Python - Size: 1.48 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 678 - Forks: 170

RPG-Research/bcirpg

Brain-Computer Interface Controlled Electronic Role-playing Game development efforts by the 100% volunteer RPG Research community at https://www.rpgresearch.com.

Language: GDScript - Size: 186 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 13 - Forks: 9

hyungkwonko/awesome-bci

Collection of Papers and Datasets about Brain-Computer Interface

Language: JavaScript - Size: 660 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

timeflux/timeflux

The programming interface for your body and mind

Language: Python - Size: 656 KB - Last synced at: 22 days ago - Pushed at: 7 months ago - Stars: 175 - Forks: 27

akashdip2001/NeuroShield-Smart-Electromagnetic-Human-Protection-System

NeuroShield is a conceptual AI-powered wearable defense system that detects life-threatening situations using brain signals and environmental sensors, activating an electromagnetic shield to protect users from threats like falling objects and gunfire.

Size: 5.86 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

nctrl-lab/nctrl-ephys

Electrophysiology Data Analysis Tools for SpikeGLX and Kilosort

Language: Jupyter Notebook - Size: 942 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 2

justin-xzliu/GLIM

Official PyTorch implementation of research papaer "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation".

Language: Jupyter Notebook - Size: 5.11 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

urish/muse-js

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

Language: TypeScript - Size: 896 KB - Last synced at: 26 days ago - Pushed at: 9 months ago - Stars: 294 - Forks: 80

IoBT-VISTEC/MIN2Net

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

Language: Python - Size: 19.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 89 - Forks: 25

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: 28 days ago - Pushed at: 4 months ago - Stars: 3 - Forks: 5

MILANIUSZ/I-VEP

Repository for the I-VEP BCI paradigm

Language: Python - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

EpistemologistIoneuroscientist/Ioneuroscience-signal-processing

Python library for advanced neurological signal processing and analysis (EEG, fMRI, neural spike data)

Size: 1000 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

mickcrosse/mTRF-Toolbox

A MATLAB package for modelling multivariate stimulus-response data

Language: MATLAB - Size: 66.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 91 - Forks: 31

Nidhal3772/SynapDrive-AI

SynapDrive-AI integrates Brain-Computer Interface signals with advanced AGI to enable real-time control of various physical systems. This project aims to enhance safety and interpretability while ensuring human intent remains central to decision-making. 🧠✨

Language: Python - Size: 43 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

BryceWDesign/SynapDrive-AI

SynapDrive-AI simulates seamless Brain-Computer Interface integration with modular AGI for real-time, safe control of advanced physical systems like Tesla vehicles, SpaceX rockets, and Hyperloop infrastructure. It pioneers memory-driven, vision-aware, and safety-guarded cognition to accelerate human-machine synergy.

Language: Python - Size: 46.9 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

okbalefthanded/aawedha

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

Language: Python - Size: 983 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Sentdex/BCI

Brain-Computer interface stuff

Language: Python - Size: 11.5 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 313 - Forks: 73

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: about 1 month ago - Pushed at: 2 months ago - Stars: 5 - Forks: 0

Eduardo-J-Morales/NeuroFlow-AI

This web app uses an AI model trained with TensorFlow.js to guess if a (fake) person would be "focused" or "distracted" based on simulated brain waves (alpha/beta/gamma) generated every second.

Language: JavaScript - Size: 89.8 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

snailpt/CTNet

CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification

Language: Jupyter Notebook - Size: 2.63 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 269 - Forks: 4

MiguelRochaBE/RSVP-BCI-Target-Identification-Localization

Language: Jupyter Notebook - Size: 1.46 GB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

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: 1 day ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

etherealcomputing/Ouija

God View for your brain

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

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: 6 days ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

CAMBI-tech/BciPy

Python Brain-Computer Interface Software

Language: Python - Size: 399 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 135 - Forks: 34

Yramklass/BCI-simulation

Machine learning framework that simulates basic brain-computer interfaces for thought-driven prosthetic limb control.

Language: Python - Size: 254 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

pwittchen/neurosky-android-sdk

Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset

Language: Java - Size: 574 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 55 - Forks: 18

SuperBruceJia/EEG-Motor-Imagery-Classification-CNNs-TensorFlow

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

Language: Python - Size: 56.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 220 - Forks: 48

HumayunShariarHimu/BrainGuru

BrainGuru - An Artificial Intelligence Human Brain Access & Control System as Psychological Assistant

Language: HTML - Size: 688 KB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

BradleyEdelman/BCI-Multitasking

Real-time BCI platform used to assess performance when combining motor imagery and steady-state visual evoked potential signals

Language: HTML - Size: 442 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

okbalefthanded/bci_toolbox

Classification toolbox for ERP and SSVEP based BCI data

Language: MATLAB - Size: 6.99 MB - Last synced at: 13 days ago - Pushed at: about 4 years ago - Stars: 53 - Forks: 27

LMBooth/pybci

Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.

Language: Python - Size: 3.57 MB - Last synced at: 7 days ago - Pushed at: 5 months ago - Stars: 24 - Forks: 4

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.

Language: Python - Size: 5.56 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 2

zayne-siew/FingerECoG-BCI

Prediction of finger flexion from ECoG data - BCI Competition IV

Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

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

Language: Python - Size: 1000 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 163 - Forks: 18

RonniKahalani/BCIDemos

Visualizes EEG data from a Brain-Computer Interface (BCI) device, via Excel charts.

Language: Java - Size: 698 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

WILLSNIU186/EEG-Online-Experiment-GUI

EEG online experiment GUI

Language: Python - Size: 229 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 10

0xallam/Brain-EEG-Emotion-Classifier

Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.

Language: Jupyter Notebook - Size: 42.4 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 0

nctrl-lab/nctrl-bmi

Real-Time Single-Unit Brain-Machine Interface

Language: Jupyter Notebook - Size: 738 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1

anushmutyala/EmotivateHackathonEmotionP300

A novel BCI-based messaging web application that uses P300 speller and emotion detection to bridge the gap in social media accessibility for the disabled.

Language: JavaScript - Size: 1.75 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 2

junjunjd/rustymind

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

Language: Rust - Size: 776 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 49 - Forks: 6

alexsigaras/hack-a-brain

Code from Hack-A-Brain Hackathon @ Feb 16th 2013

Language: C++ - Size: 5.36 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 2

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: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

UniversumX/SenseNet

SenseNet investigates shared neural representations between proprioceptive and visual perception through cross-modal transfer learning on EEG data, aiming to demonstrate how the brain integrates multisensory information into a coherent perceptual model.

Language: Python - Size: 143 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - 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: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

Xemin0/ReadingEmbedding

Implementation of "From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking"

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 43 - Forks: 6

SedCore/FTDropBlock

Features-Time DropBlock (FT-DropBlock) regularization strategy for EEG-based CNNs.

Size: 19.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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.

Size: 8.49 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

MrNick-code/EEG_with_Arduino

Home made EEG utilizing basic electronic components and an Arduino.

Language: C++ - Size: 186 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

okbalefthanded/BCI-Baseline

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

Language: Python - Size: 43 KB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 4

likith012/neuro-fly

Controlling a Drone using Brain Computer Interface.

Language: C++ - Size: 42.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

listplot3d/TGAM-LSL-Bridge

this tool transfers TGMA data into LSL Stream, so data can be processed by open source NeurScience tools that supports LSL.

Language: Python - Size: 807 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

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

Language: Python - Size: 247 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

pitt-rnel/br_stimpy

br_stimpy: a python wrapper for Blackrock Neurotech's Cerestim API

Language: C++ - Size: 3.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 1

igorjakus/neurohackathon

Epileptic Seizure Detection System for NeuroHackathon 2024 engineered with Igor Jakus, Hubert Berlicki, Kyrylo Goroshenko and Lidia Podoluk

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

UGeunJi/eCRF_Docker_Guideline

eCRF Docker Guideline for Brain Researchers

Size: 30.3 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

iakovoskritikos/Brain-Machine-Interface-Team-35

BMI Project for the Biomedical Engineering Department at Imperial College London, UK

Language: MATLAB - Size: 2.03 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2

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: 5 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 2

wzhlearning/fNIRS-Transformer

Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification

Language: Python - Size: 150 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 63 - Forks: 3

axopy/axopy

A Python Library for Implementing Human-Computer Interface Experiments

Language: Python - Size: 643 KB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 12

Irautak/FingerFlex

FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 8

fcbg-platforms/demo-realtime

Real-time EEG demonstration loops using LSL

Language: Python - Size: 53.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 5

jinglescode/torchsignal

Data manipulation and transformation for signal processing, powered by PyTorch

Language: Python - Size: 813 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 2

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: 6 months ago - Pushed at: 6 months ago - Stars: 4 - 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

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

jerife/MLOps-on-kubernetes

MLOps Implementing "Brain Computer Interface" on Kubernetes

Language: Python - Size: 52.7 KB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 2

Jakub-Ner/Real-Life-EEG-Collection

Project aims to make psychophysiological experiments more reliable and seamles.

Language: Python - Size: 511 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 1

rameerez/brain-computer-interfacing

🧠 Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)

Language: Jupyter Notebook - Size: 1.44 GB - Last synced at: 7 months ago - Pushed at: about 5 years ago - Stars: 65 - Forks: 18

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: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

dsgguo/dynamic_stopping

The subprogram of MetaBCI

Language: Python - Size: 45.9 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

arnaumarin/Hopfield-DNN-Artifact-BCI

NeurIPS AMHN 2023: Neural recordings artifacts preprocessing model and pipeline. Hopfield Deep Neural Networks for Artifact preprocessing in Brain State Decoding

Language: Python - Size: 12.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 6 - Forks: 1

rNuv/bci-movement-decoding

Research Project - Using SVMs to predict movement intent from EEG signals

Language: Python - Size: 3.68 MB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 6.75 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 36 - Forks: 4