Search Results - RepositoryStats

89

875

unknown

41

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

bci eeg pieeg ads1299 ironbci biosignal bci-systems eeg-signals open-source raspberrypi raspberry-pi diy-solutions raspberry-pi-3 raspberry-pi-4 diy-electronics texas-instruments eeg-signals-processing

Created 2021-08-26

392 commits to master branch, last one 28 days ago

ironbci pieeg-club

42

501

unknown

18

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

bci eeg stm32 ads1299 ironbci eeg-data bci-systems eeg-headset eeg-signals bci-homework eeg-classification eeg-signals-processing

Created 2021-07-25

302 commits to master branch, last one 12 days ago

yasa raphaelvallat

115

428

bsd-3-clause

19

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

stft numba sleep deep-sleep eeg-signals eeg-analysis sleep-scoring sleep-staging peak-detection sleep-analysis sleep-spindles signal-processing spectral-analysis artefact-rejection sleep-stage-scoring

Created 2018-12-13

367 commits to master branch, last one 5 months ago

neurotech-course neurotech-berkeley

85

347

unknown

43

CS198-96: Intro to Neurotechnology @ UC Berkeley

eeg emg neurotech biosignals eeg-signals neuroscience neurofeedback event-related-potentials

Created 2016-12-31

144 commits to master branch, last one 2 years ago

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

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206

unknown

5

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

eeg esi cnns matlab python eeg-data brain-com tensorflow eeg-signals eeg-analysis motor-imagery tensorflow-models eeg-classification motor-imagery-tasks motor-imagery-training tensorflow-experiments brain-computer-interface motor-imagery-classification convolutional-neural-networks

Created 2019-06-04

18 commits to master branch, last one 6 months ago

EEG-To-Text MikeWangWZHL

35

170

unknown

10

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

bart bert language eeg-signals language-model eeg-classification sentiment-analysis brain-computer-interface

This repository has been archived (exclude archived)

Created 2021-07-30

28 commits to main branch, last one 5 months ago

eeg-gcnn neerajwagh

31

162

unknown

5

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...

eeg ml4h neurips pytorch eeg-gcnn dgl-graph eeg-signals neurips-2020 deep-learning machine-learning eeg-classification convolutional-network graph-neural-networks eeg-signals-processing

Created 2020-11-03

30 commits to master branch, last one 2 years ago

EEGRAPH ufvceiec

43

136

gpl-3.0

9

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

eeg graph python eeg-signals connectivity-measures

Created 2020-11-10

223 commits to develop-refactor branch, last one about a year ago

EEGNet amrzhd

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106

mit

3

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

bci eeg eegnet python pytorch bci-systems eeg-signals deep-learning machine-learning signal-processing depthwise-convolutions convolutional-neural-networks depthwise-separable-convolutions

Created 2024-05-03

19 commits to main branch, last one 2 months ago

eegUtils craddm

27

105

other

10

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

r eeg rstats eeg-data eeg-signals eeg-analysis eeg-signals-processing

Created 2017-03-18

927 commits to main branch, last one about a month ago

EEG-MSCNN amrzhd

1

73

mit

2

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 eegnet bci-systems eeg-signals deep-learning machine-learning signal-processing multi-scale-features

Created 2024-08-13

13 commits to main branch, last one 3 months ago

SSVEP-Neural-Generative-Models nikk-nikaznan

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66

unknown

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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...

ssvep pytorch eeg-signals deep-learning generative-adversarial-network

Created 2019-03-07

12 commits to main branch, last one 3 years ago

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

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51

mit

3

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

cnn eeg keras paper python signal tensorflow eeg-signals deap-dataset deep-learning arousal-valence machine-learning emotion-recognition multi-task-learning

Created 2021-12-15

39 commits to main branch, last one about a year ago

DS-DDPM duanyiqun

9

48

unknown

5

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

ddpm eeg-signals domain-adaptation generative-models domain-separation-networks

Created 2022-09-27

17 commits to main branch, last one about a year ago

Deep-Learning-based-Emotion-Recognition mkfzdmr

15

44

mit

5

Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN

eeg-signals deep-learning emotion-analysis emotional-states emotion-estimation emotion-recognition deep-neural-networks electroencephalogram azimuthal-equidistant-projection

Created 2020-03-02

11 commits to master branch, last one 3 years ago

ContraWR ycq091044

5

44

unknown

5

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

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

Created 2020-11-25

9 commits to main branch, last one about a year ago

Subject-Invariant-SSVEP-GAN nikk-nikaznan

9

42

mit

4

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

ssvep eeg-gan pytorch eeg-signals deep-learning generative-adversarial-network

Created 2020-09-28

5 commits to main branch, last one about a year ago

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

10

38

unknown

2

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

keras eegnet eeg-signals keras-tensorflow data-augmentation variational-autoencoder motor-imagery-classification synthetic-dataset-generation

Created 2021-10-14

13 commits to main branch, last one 8 days ago

ADHDeepNet AliAmini93

0

34

unknown

2

ADHDeepNet is a model that integrates temporal and spatial characterization, attention modules, and explainability techniques, optimized for EEG data ADAD diagnosis. Neural Architecture Search (NAS), ...

cnn adhd t-sne eegnet inception eeg-signals deep-learning interpretability weight-visualization squeeze-and-excitation-networks

Created 2023-11-12

6 commits to main branch, last one 5 months ago

EEGNet_Pytorch Amir-Hofo

1

31

unknown

2

This code implements the EEG Net deep learning model using PyTorch. The EEG Net model is based on the research paper titled "EEGNet: A Compact Convolutional Neural Network for EEG-based Brain-Computer...

cnn eeg eegnet python eeg-net pytorch eeg-signals deep-learning signal-processing depthwise-convolutions convolutional-neural-network depthwise-separable-convolutions

Created 2024-02-06

12 commits to main branch, last one 10 months ago

IITNet-official gist-ailab

4

31

mit

6

This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG".

pytorch biosignals eeg-signals deep-learning sleep-staging eeg-classification deep-neural-networks

Created 2022-03-16

25 commits to main branch, last one 2 years ago