Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Braindecode	638	1	3	3 months ago	49	October 17, 2022	59	bsd-3-clause	Python
Deep learning software to decode EEG, ECG or MEG signals
Attnsleep	113			7 months ago				mit	Python
[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
Adatime	77			10 months ago				mit	Python
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
Eegnet	64			5 years ago				mit	Jupyter Notebook
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
Eeg Gcnn	56			2 years ago				gpl-3.0	Python
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 an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
Ssvep Multi Task Learning	25			2 years ago				bsd-2-clause	Python
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.
Ssvep Neural Generative Models	21			3 years ago					Python
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 SSVEP Classification
Signal2image Modules In Deep Neural Networks For Eeg Classification	19			3 months ago			2	mit	Python

Beira	11			a year ago					Jupyter Notebook
BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data
Hfo Classification	9			9 months ago				mit	MATLAB
HFO classification

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Braindecode ⭐ 638

Deep learning software to decode EEG, ECG or MEG signals

dependent packages 3total releases 49most recent commit 3 months ago

Attnsleep ⭐ 113

[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

most recent commit 7 months ago

Adatime ⭐ 77

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

most recent commit 10 months ago

Eegnet ⭐ 64

[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf

most recent commit 5 years ago

Eeg Gcnn ⭐ 56

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 an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

most recent commit 2 years ago

Ssvep Multi Task Learning ⭐ 25

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.

most recent commit 2 years ago

Ssvep Neural Generative Models ⭐ 21

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 SSVEP Classification

most recent commit 3 years ago

Signal2image Modules In Deep Neural Networks For Eeg Classification ⭐ 19

most recent commit 3 months ago

Beira ⭐ 11

BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data

most recent commit a year ago

Hfo Classification ⭐ 9

HFO classification

most recent commit 9 months ago

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Hfo Classification vs Signal2image Modules In Deep Neural Networks For Eeg Classification

Hfo Classification vs Beira

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