GitHub topics: brain-computer-interface
hyungkwonko/awesome-brain-computer-interface
Collection of Papers and Datasets about Brain-Computer Interface
Language: JavaScript - Size: 245 KB - Last synced at: about 5 hours ago - Pushed at: about 6 hours ago - Stars: 0 - 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: 159 MB - Last synced at: about 21 hours ago - Pushed at: 6 days ago - Stars: 1,428 - Forks: 344
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: 3 days ago - Pushed at: 4 days 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: 4 days ago - Pushed at: 5 days ago - Stars: 6 - Forks: 2
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: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0
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: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0
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: 8 days ago - Pushed at: 8 days 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: 1 day ago - Pushed at: 3 months ago - Stars: 3 - Forks: 5
NeuroTechX/moabb
Mother of All BCI Benchmarks
Language: Python - Size: 110 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 789 - Forks: 204
pyRiemann/pyRiemann
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Language: Python - Size: 1.46 MB - Last synced at: 8 days ago - Pushed at: 12 days ago - Stars: 680 - Forks: 169
MILANIUSZ/I-VEP
Repository for the I-VEP BCI paradigm
Language: Python - Size: 7.81 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - 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: 2 days ago - Pushed at: 10 months ago - Stars: 33 - Forks: 8
EpistemologistIoneuroscientist/Ioneuroscience-signal-processing
Python library for advanced neurological signal processing and analysis (EEG, fMRI, neural spike data)
Size: 1000 Bytes - Last synced at: 12 days ago - Pushed at: 12 days 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: 5 days ago - Pushed at: 5 days 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: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0
michaloblastni/BCI-working-from-distance
Size: 11.7 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0
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: 49.8 KB - Last synced at: 5 days ago - Pushed at: 14 days 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: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0
Marco-Congedo/PosDefManifoldML.jl
A Julia Package for Machine Learning on the Manifold of Positive Definite Matrices
Language: Julia - Size: 2.23 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 24 - Forks: 4
Sentdex/BCI
Brain-Computer interface stuff
Language: Python - Size: 11.5 MB - Last synced at: 19 days 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: 11 days ago - Pushed at: about 1 month 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: 20 days ago - Pushed at: 20 days 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: 14 days ago - Pushed at: 8 months ago - Stars: 293 - Forks: 80
snailpt/CTNet
CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
Language: Jupyter Notebook - Size: 2.63 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 269 - Forks: 4
MiguelRochaBE/RSVP-BCI-Target-Identification-Localization
Language: Jupyter Notebook - Size: 1.46 GB - Last synced at: 25 days ago - Pushed at: 25 days 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: about 2 hours ago - Pushed at: 26 days ago - Stars: 1 - Forks: 0
Mentalab-hub/explorepy
Python API for Mentalab biosignal aquisition devices
Language: Python - Size: 8.18 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 48 - Forks: 21
etherealcomputing/Ouija
God View for your brain
Size: 85 KB - Last synced at: 22 days ago - Pushed at: 26 days 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: 26 days ago - Pushed at: 26 days 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: 7 days ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0
CAMBI-tech/BciPy
Python Brain-Computer Interface Software
Language: Python - Size: 399 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 135 - Forks: 35
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: about 1 month ago - Pushed at: about 1 month ago - Stars: 12 - Forks: 9
FBen3/awesome-BCIss
List of summer schools to study brain-computer interfaces, neurotechnology & related fields worldwide
Size: 46.9 KB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 27 - Forks: 1
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: about 1 month ago - Pushed at: about 1 month 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: 8 days ago - Pushed at: over 4 years ago - Stars: 55 - Forks: 18
timeflux/timeflux
The programming interface for your body and mind
Language: Python - Size: 656 KB - Last synced at: 29 days ago - Pushed at: 6 months ago - Stars: 174 - Forks: 27
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: 18 days 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: about 1 month ago - Pushed at: about 1 month 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: 5 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
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: about 1 month ago - Pushed at: 7 months ago - Stars: 87 - Forks: 4
BRomans/OpenCortexBCI
OpenCortex is a fully-featured EEG streamer for BCI applications
Language: Jupyter Notebook - Size: 25.6 MB - Last synced at: 24 days ago - Pushed at: about 2 months ago - Stars: 11 - Forks: 1
LMBooth/pybci
Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.
Language: Python - Size: 3.57 MB - Last synced at: 6 days ago - Pushed at: 4 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: about 2 months ago - Pushed at: about 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: about 2 months ago - Pushed at: about 2 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: about 2 months ago - Pushed at: about 3 years ago - Stars: 163 - Forks: 18
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: 461 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 16 - Forks: 2
RonniKahalani/BCIDemos
Visualizes EEG data from a Brain-Computer Interface (BCI) device, via Excel charts.
Language: Java - Size: 698 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
WILLSNIU186/EEG-Online-Experiment-GUI
EEG online experiment GUI
Language: Python - Size: 229 MB - Last synced at: about 2 months ago - Pushed at: almost 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: 2 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: about 1 month 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: 22 days ago - Pushed at: about 3 years ago - Stars: 49 - Forks: 6
zubara/mneflow
Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
Language: Python - Size: 14.8 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 42 - Forks: 11
alexsigaras/hack-a-brain
Code from Hack-A-Brain Hackathon @ Feb 16th 2013
Language: C++ - Size: 5.36 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 2
okbalefthanded/bci_toolbox
Classification toolbox for ERP and SSVEP based BCI data
Language: MATLAB - Size: 6.99 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 52 - Forks: 27
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: 3 months ago - Pushed at: 3 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: 3 months ago - Pushed at: 3 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: 3 months ago - Pushed at: 3 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: 3 months ago - Pushed at: 3 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: 3 months ago - Pushed at: 3 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: 2 months ago - Pushed at: 3 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: 3 months ago - Pushed at: 3 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: 2 months ago - Pushed at: 6 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: 4 months ago - Pushed at: 4 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: 4 months ago - Pushed at: 4 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: 3 months ago - Pushed at: 4 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: 4 months ago - Pushed at: 4 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: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
UGeunJi/eCRF_Docker_Guideline
eCRF Docker Guideline for Brain Researchers
Size: 30.3 KB - Last synced at: 4 months ago - Pushed at: 4 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: 4 days ago - Pushed at: over 2 years ago - Stars: 7 - 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: 3 months ago - Pushed at: over 2 years ago - Stars: 87 - Forks: 26
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: 4 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: 2 days ago - Pushed at: almost 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: 3 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: 2 months ago - Pushed at: 2 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: about 2 months ago - Pushed at: about 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: 5 months ago - Pushed at: 5 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: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0
BrainToSpeech/tutorials
brain to speech
Language: Python - Size: 43.9 KB - Last synced at: 6 months ago - Pushed at: 6 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: over 2 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: 6 months ago - Pushed at: 6 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: 6 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: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
dsgguo/dynamic_stopping
The subprogram of MetaBCI
Language: Python - Size: 45.9 KB - Last synced at: 6 months ago - Pushed at: 6 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: 7 months ago - Pushed at: 7 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: 3 months ago - Pushed at: 7 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: about 2 months ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 4
AkramChakrouni/brain-computer-interface
This project develops a machine learning model to interpret EEG signals for Brain-Computer Interface (BCI) applications. It includes code for data preprocessing, feature extraction, model training, and evaluation, with potential uses in neurotechnology, device control, and brain health monitoring.
Language: Jupyter Notebook - Size: 78.5 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
snesmaeili/PyZapline_plus
PyZaplinePlus is a Python adaptation of the Zapline-plus library, designed to automatically remove spectral peaks like line noise from EEG data while preserving the integrity of the non-noise spectrum and maintaining the data rank.
Language: Python - Size: 26.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0
pedromargolles/pyDecNef
A complete Python framework to perform real-time fMRI decoded neurofeedback experiments
Language: Python - Size: 305 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 3
jzerfowski/msc_thesis
Optically pumped magnetometers for a brain-computer interface based on event-related desynchronization
Language: Python - Size: 6.23 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
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: 2 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1
martinwimpff/eeg-online
Language: Python - Size: 519 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
HSLUCKY/machineConsciousness
About the methodology of machine consciousness based on machine learning and deep learning
Size: 2.88 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
tahmidazam/waynfletestudies
A paper titled 'Prospects of brain-computer interfaces in communication for disabled children' submitted to the Waynflete Studies program.
Language: HTML - Size: 32.9 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
atr-iine/joint_decorrelation_for_phase-locked_artifact_attenuation
Matlab and Python implementation of the Joint Decorrelation Algorithm
Language: Jupyter Notebook - Size: 59.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
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: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
trialan/eeg
Classification of EEG motor-imagery data.
Language: Python - Size: 4.14 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1
CerebusOSS/CereLink
Blackrock Microsystems Cerebus Link for Neural Signal Processing
Language: C++ - Size: 2.89 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 53 - Forks: 23
