eeg-signals · GitHub Topics

pieeg-club / EEGwithRaspberryPI

Not supported. Measure 8 EEG channels with Shield PiEEG and RaspberryPi in C library

EEG ads1299 bci Open Source ironbci eeg-signals-processing eeg-signals diy-solutions diy-electronics 树莓派

Python 895

2 个月前

pieeg-club / ironbci

Wearable (BLE) Brain-Computer Interface, ADS1299 and STM32 with SDK for mobile application

ads1299 EEG bci ironbci stm32 eeg-signals-processing eeg-signals eeg-classification eeg-headset eeg-data

Python 529

11 天前

raphaelvallat / yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

signal-processing numba spectral-analysis eeg-signals

Python 478

3 个月前

neurotech-berkeley / neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

EEG neuroscience eeg-signals

Jupyter Notebook 359

3 年前

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

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

eeg-data cnns convolutional-neural-networks Tensorflow Python EEG eeg-signals eeg-classification motor-imagery MATLAB

Python 223

1 年前

MikeWangWZHL / EEG-To-Text

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

bart bert eeg-classification eeg-signals language language-model sentiment-analysis

Python 197

1 年前

neerajwagh / eeg-gcnn

#计算机科学#Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with...

graph-neural-networks eeg-classification eeg-signals-processing 深度学习机器学习 EEG eeg-signals neurips PyTorch

Python 173

3 年前

ufvceiec / EEGRAPH

EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.

Python EEG eeg-signals graph

Python 148

2 年前

amrzhd / EEGNet

#计算机科学#This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks using EEG data.

convolutional-neural-networks 深度学习 EEG eeg-signals Python PyTorch signal-processing bci 机器学习

Jupyter Notebook 130

9 个月前

craddm / eegUtils

An R package for processing and plotting of electroencephalography (EEG) data

EEG eeg-signals-processing eeg-signals eeg-data R rstats

R 107

7 个月前

amrzhd / EEG-MSCNN

#计算机科学#This project explores the impact of Multi-Scale CNNs on the classification of EEG signals in Brain-Computer Interface (BCI) systems. By comparing the performance of two models, EEGNet and MSTANN, the ...

bci 深度学习 eeg-signals 机器学习 signal-processing

Jupyter Notebook 75

2 个月前

nikk-nikaznan / SSVEP-Neural-Generative-Models

#计算机科学#Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved S...

PyTorch 深度学习 Generative Adversarial Network ssvep eeg-signals

Python 71

1 年前

MultiScale-BCI / IV-2a

bci eeg-signals eeg-classification svm csp

Python 68

7 年前

dolphin-in-a-coma / multi-task-cnn-eeg-emotion

#计算机科学#Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.

emotion-recognition EEG eeg-signals 深度学习 multi-task-learning Keras Python cnn 机器学习 Bukkit signal Tensorflow

Jupyter Notebook 57

2 年前

duanyiqun / DS-DDPM

Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals

ddpm domain-adaptation eeg-signals generative-models

Python 56

2 年前

ycq091044 / ContraWR

JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning

contrastive-learning eeg-signals eeg-signals-processing self-supervised-learning

Python 48

2 年前

Mentalab-hub / explorepy

Python API for Mentalab biosignal aquisition devices

EEG eeg-signals bci neuroscience eeg-headset brain-imaging mental-health

Python 48

3 天前

mkfzdmr / Deep-Learning-based-Emotion-Recognition

#计算机科学#Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN

emotion-recognition eeg-signals 深度神经网络深度学习

Python 47

4 年前

nikk-nikaznan / Subject-Invariant-SSVEP-GAN

#计算机科学#Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.

PyTorch 深度学习 Generative Adversarial Network ssvep eeg-signals

Python 43

5 天前

arkanivasarkar / EEG-Data-Augmentation-using-Variational-Autoencoder

Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals

eeg-signals data-augmentation variational-autoencoder keras-tensorflow Keras synthetic-dataset-generation

Jupyter Notebook 43

7 个月前