Alternatives and similar repositories for EEG-signal-classification-using-Deep-Learning

Users that are interested in EEG-signal-classification-using-Deep-Learning are comparing it to the libraries listed below

• tevisgehr / EEG-Classification
  This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.
  ☆219Updated 8 years ago
• akaraspt / deepsleepnet
  DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
  ☆465Updated last year
• zabir-nabil / eeg-rsenet
  Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
  ☆41Updated 2 years ago
• kylemath / DeepEEG
  Deep Learning with Tensor Flow for EEG MNE Epoch Objects
  ☆278Updated 3 years ago
• hubertjb / dl-eeg-review
  Supplementary material for systematic literature review on deep learning and EEG.
  ☆158Updated 5 years ago
• ahujak / EEG_BCI
  CNN and RNN based architectures for Motor Imagery Classification
  ☆15Updated 6 years ago
• talhaanwarch / youtube-tutorials
  ☆109Updated 2 years ago
• aliasvishnu / EEGNet
  [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…
  ☆344Updated 6 years ago
• redevaaa / Transformer-for-EEG
  modify self-attention model for EEG signal as input and image embedding layer as output
  ☆102Updated 6 years ago
• andrewwlong / deep_arrhythmias
  ☆18Updated 5 years ago
• CVxTz / EEG_classification
  EEG Sleep stage classification using CNN with Keras
  ☆179Updated last year
• ShubhamVerma1 / EEG-Signal-Classification
  Eye open and close classification using Machine Learning
  ☆17Updated 7 years ago
• berdakh / eeg-pytorch-bci
  This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.
  ☆37Updated 5 months ago
• tejasa97 / ECG-Signal-Processing
  A python script to process raw ECG signals and impute the peaks and heartbeats following noise suppression to obtain processed ECG
  ☆48Updated 6 years ago
• Raghav714 / EEG-Emotion-classification
  ☆108Updated 6 years ago
• nasoboleva / EEG-Emotion-Recognition
  EEG data processing and it's convolution using AutoEncoder + CNN + RNN
  ☆95Updated 7 years ago
• NeuroSyd / seizure-prediction-CNN
  ☆49Updated last year
• YundongWang / BCI_Challenge
  ☆20Updated 5 years ago
• MousaviSajad / SleepEEGNet
  SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
  ☆261Updated 4 years ago
• berdakh / mne-codes
  This repository provides a collection of example codes and tutorials for EEG data analysis using MNE-Python. The scripts are designed to …
  ☆27Updated 5 months ago
• hauke-d / cnn-eeg
  CNN classifier to classify MI-EEG signals
  ☆50Updated 5 years ago
• nadzeri / Realtime-EEG-Based-Emotion-Recognition
  Realtime emotion recognition from EEG data.
  ☆165Updated 7 years ago
• SuperBruceJia / EEG-Motor-Imagery-Classification-CNNs-TensorFlow
  EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
  ☆234Updated last year
• YangWangsky / tf_EEGLearn
  A tensorflow implementation for EEGLearn
  ☆78Updated 6 years ago
• theyou21 / BigProject
  EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models
  ☆40Updated 6 years ago
• MultiScale-BCI / IV-2a
  ☆68Updated 6 years ago
• GuanLab / DeepSleep
  ☆44Updated 4 years ago
• Eldave93 / Seizure-Detection-Tutorials
  A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets
  ☆176Updated 4 years ago
• bregydoc / bcidatasetIV2a
  This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …
  ☆150Updated 4 months ago
• JoyRabha / Feature-Extraction-EEG
  Feature Extraction of Mental Load EEG signals
  ☆60Updated 9 years ago