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The Top 15 Python Neural Network Eeg Open Source Projects

Open source projects categorized as Python Neural Network Eeg
Categories > Science > Eeg
Categories > Machine Learning > Neural Network
Deepsleepnet ⭐ 347
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
most recent commit 5 months ago
Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
most recent commit a year ago
Ai Nlp Paper Readings ⭐ 107
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
most recent commit 3 years ago
Tinysleepnet ⭐ 76
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively
most recent commit 8 months ago
P300 Cnnt ⭐ 52
1D Convolutional Neural Networks for P300 detection from EEG signals
most recent commit a year ago
Fbcnet ⭐ 43
FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface
most recent commit a year ago
De_cnn ⭐ 42
This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition" (To appear...)
most recent commit a year ago
Mneflow ⭐ 31
Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
total releases 4most recent commit 7 months ago
Sleep_staging_shhs ⭐ 24
Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"
most recent commit 7 years ago
Rgnn ⭐ 21
The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"
most recent commit 4 years ago
Signal2image Modules In Deep Neural Networks For Eeg Classification ⭐ 19
most recent commit 3 months ago
Eeg Self Supervision ⭐ 15
Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!
most recent commit 9 months ago
Eeg_convolutional_neural_net ⭐ 12
A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.
most recent commit 6 years ago
Sleep Apnea ⭐ 9
Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events
most recent commit a year ago
Syncnet ⭐ 8
Targeting EEG/LFP synchrony with neural nets
most recent commit 5 years ago
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