Projects in Awesome Lists tagged with eeg-classification
A curated list of projects in awesome lists tagged with eeg-classification .
https://github.com/superbrucejia/eeg-dl
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
attention-mechanism cnn deep-learning densenet eeg-classification eeg-data eeg-signals-processing fully-convolutional-networks gcn graph-convolutional-neural-networks gru lstm motor-imagery-classification one-shot-learning residual-learning resnet rnn tensorflow transformer transformers
Last synced: 30 Aug 2025
https://github.com/SuperBruceJia/EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
attention-mechanism cnn deep-learning densenet eeg-classification eeg-data eeg-signals-processing fully-convolutional-networks gcn graph-convolutional-neural-networks gru lstm motor-imagery-classification one-shot-learning residual-learning resnet rnn tensorflow transformer transformers
Last synced: 08 Apr 2025
https://github.com/pieeg-club/ironbci
Wearable (BLE) Brain-Computer Interface, ADS1299 and STM32 with SDK for mobile application
ads1299 bci bci-homework bci-systems eeg eeg-classification eeg-data eeg-headset eeg-signals eeg-signals-processing ironbci stm32
Last synced: 08 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/raphaelvallat/entropy
EntroPy: complexity of time-series in Python (DEPRECATED)
biosignals complexity eeg eeg-analysis eeg-classification entropy entropy-bits features-extraction machine-learning neuroscience non-linear permutation-entropy python signal-processing
Last synced: 14 Apr 2025
https://github.com/matlab-deep-learning/abnormal-eeg-signal-classification-using-cnns
This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.
convolutional-neural-networks deep-learning eeg-classification eeg-data matlab matlab-deep-learning neuroscience open-data open-science scinet
Last synced: 22 Sep 2025
https://github.com/pieeg-club/eeg-with-jetsonnano
Open-Source. With deep learning to neuroscience world with shield for jetson nano - JNEEG
bci eeg eeg-classification emg jetson-nano nvidia
Last synced: 10 Jun 2025
https://github.com/zabir-nabil/eeg-rsenet
Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
biosignal classification eeg eeg-classification eeg-matlab eeg-neural-networks matlab-eeg-classification motor-imagery motor-imagery-eeg neural-net random-subspace-ensemble random-subspace-ensemble-network rse-net signal-classification
Last synced: 26 Jul 2025
https://github.com/z-fran/deap-eeg-emotion-analyse-and-classify
Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python和DEAP数据集。
deap-dataset eeg-analysis eeg-classification emotion-analysis
Last synced: 10 Oct 2025
https://github.com/ildaron/3.eeg_recognation
Machine learning for Anonymous detection of an alcoholic by EEG signals
alcohol alcohol-eeg eeg eeg-analysis eeg-classification eeg-data eeg-dataset eeg-signals eeg-signals-processing fourier-analysis fourier-series fourier-transform pass-filter wavelet-analysis wavelet-transform wavelets
Last synced: 02 Aug 2025
https://github.com/superbrucejia/eeg-bayesiancnn
This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.
bayesian bayesian-cnns bayesian-convnets bayesian-inference bayesian-methods eeg eeg-classification eeg-signals eeg-signals-classification pytorch-implementation
Last synced: 21 Jun 2025
https://github.com/reshalfahsi/eeg-motor-imagery-classification
EEG Motor Imagery Classification Using CNN, Transformer, and MLP
eeg-classification mne-python motor-imagery-classification
Last synced: 31 Oct 2025
https://github.com/riggraz/valence-arousal-classification-from-eeg
Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets
deap-dataset eeg-classification eeg-signals neural-networks pytorch statistical-analysis
Last synced: 24 Apr 2025
https://github.com/zrr1999/eeg-networks-pytorch
Implementation of various simple networks based on PyTorch to classify EEG signals.
deep-learning eeg eeg-classification eeg-net eeg-signals pytorch
Last synced: 11 Apr 2025
https://github.com/enriquetomasmb/bci
Framework for P300 wave detection and noise-based cyberattacks in Brain-Computer Interfaces - Enrique Tomás Martínez Beltrán
bci brain-computer-interface cyberattack eeg eeg-analysis eeg-classification erp erp-framework framework noise-detection noise-generator openbci p300
Last synced: 20 Jul 2025
https://github.com/prash030/signal_processing_projects
This repository consists of codes that I developed for EEG and ECG signal processing
autoregressive-processes band-pass-filter ecg ecg-analyzer ecg-filtering ecg-signal-python eeg eeg-analysis eeg-classification filter-design non-stationary random-process
Last synced: 20 Jul 2025
https://github.com/phseidl/jku-ml-seminar
Seminar Project and Master Thesis at IML
drug-discovery eeg-analysis eeg-classification machine-learning
Last synced: 12 Jul 2025
https://github.com/faezeh-gholamrezaie/fine-tuning-large-language-models-for-sleep-stage-classification
Fine-tuning Large Language Models (LLMs) using QLoRA on EEG data for efficient sleep stage classification and pattern recognition.
eeg-classification fine-tuning finetuning-llms llm qlora sleep-stage-classification
Last synced: 08 Feb 2026
https://github.com/nabilalibou/online_bci_mi
Real-Time BCI for Rock-Paper-Scissors: Decoding Motor Imagery with Minimal Training
artifact-rejection brain-computer-interface deep-learning eeg eeg-analysis eeg-classification feature-extraction ica machine-learning motor-imagery-classification preprocessing-pipeline signal-processing sklearn
Last synced: 22 Apr 2026
https://github.com/julesbelveze/eeg-classifier
🧠Quality assessor for EEG recordings 🧠
eeg eeg-classification machine-learning ml mne python scikit-learn sklearn svm svm-classifier
Last synced: 11 Apr 2025
https://github.com/harlockofficial/msthesisproject
University MS Thesis Project, Controlling an avatar in a Virtual Environment via EEG Motor Imagery
dataset-augmentation deep-learning deep-neural-networks eeg eeg-classification latex motor-imagery motor-imagery-classification motor-imagery-eeg python3 submodules thesis thesis-project university university-project websockets
Last synced: 27 Jan 2026
https://github.com/marco-congedo/eegle.jl
A Julia integrative package for EEG data analysis and machine learning
brain-computer-interface eeg eeg-analysis eeg-classification eeg-signals-processing
Last synced: 22 Feb 2026
https://github.com/cepdnaclk/e16-4yp-enhancing-video-game-experience-with-brain-computer-interface
Developing a video game interface that uses the brain-computer interface (BCI) based on electroencephalography (EEG).
eeg eeg-classification game nueral-networks
Last synced: 01 May 2025
https://github.com/amjabb/eegmindreader
Software for EEG BCI communication, along with companion IOS app.
bci c eeg eeg-analysis eeg-classification eeg-headset python2 swift3
Last synced: 26 Aug 2025
https://github.com/cepdnaclk/e15-4yp-brain-computer-interface-for-controlling-virtual-objects
Develop a Brain-Computer Interface for Controlling virtual objects using the self-paced mind intent of a person. Here we have developed a Real-time pipeline for recognizing thought patterns using machine learning techniques and feed into a virtual environment(unity engine) for controlling virtual objects.
bci eeg-classification virtual-environment
Last synced: 07 Aug 2025
https://github.com/mrzresearcharena/mi-eeg
Motor Imagery tasks from multi-channel EEG data
brain-computer-interface eeg-classification
Last synced: 31 Dec 2025
https://github.com/d-dawg78/mva_st
Master MVA - Time Series Project
deap-dataset eeg-classification emotion-recognition mrmr svm-classifier
Last synced: 04 Apr 2025
https://github.com/parthiv-m/eeg-classification
As part of an effort to observe the workflow involved in the field of EEG signal classifcation, we have implemented two papers that we hope will showcase the range of differences and advancements in the data curation process, the methodologies adopted and the algorithms used.
bci eeg-classification keirn-aunon python
Last synced: 28 Apr 2026
https://github.com/jin-cqu/esp32-unity
这个项目是一个基于 Unity 和 ESP32 的实时脑电信号处理和 SSVEP 刺激系统。它提供了多种功能,包括实时采集 ESP32 设备的脑电数据、Unity 可视化 EEG 波形、SSVEP 视觉刺激器、集成 Sentis/ONNX 模型推理进行实时 EEG 分类等。该项目还具有线程安全的数据处理、性能计时与诊断、支持 YVR SDK 和 Oculus XR 等特点。
ar bci-systems c-sharp eeg-classification esp32 unity vr
Last synced: 18 Apr 2026
https://github.com/youssef-ashraf71/ssvep-based-brain-computer-interface-eeg-classification-and-visualization
A robust system for analyzing EEG data from a 12-class Steady-State Visual Evoked Potentials (SSVEP) dataset.
Last synced: 26 Jul 2025
https://github.com/abdelrhman-ellithy/gp-eeg-controlled-robotic-arm
This project showcases the development of an EEG-controlled 4DOF Robotic Arm using the STM32f103c8t6 microcontroller (Blue Pill). The arm is designed to perform basic movements controlled by EEG signals, making it suitable for assistive technologies and prosthetic applications.
4dof 4dofrobot eeg eeg-classification eeg-signals
Last synced: 04 Apr 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
