Python code for mental state recognition from EEG observations using CNN and RNN networks.
☆34Jan 14, 2016Updated 10 years ago
Alternatives and similar repositories for EEG_CNN
Users that are interested in EEG_CNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆762Jul 2, 2020Updated 5 years ago
- ☆15Jun 20, 2019Updated 6 years ago
- Deep learning for EEG analysis. This script was used to generate the results of the paper "Joint Optimization of Algorithmic Suites for E…☆58Sep 4, 2015Updated 10 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- Machine learning on motor imagery data.☆17May 15, 2020Updated 5 years ago
- Sample Apps for EPOC EMOTIVE device☆23Nov 17, 2013Updated 12 years ago
- 脑电情绪识别☆13Nov 20, 2022Updated 3 years ago
- Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge☆219Jul 17, 2016Updated 9 years ago
- emotion recognition through eeg by using HOS method☆10Dec 29, 2021Updated 4 years ago
- power spectrum using fft, waveforms and amplitude spectrums for delta, alpha, gamma, beta and theta bands☆12Sep 28, 2016Updated 9 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆45Sep 9, 2023Updated 2 years ago
- A repository for Crash detection in a ResNet+ConvLSTM fashion☆12Oct 21, 2024Updated last year
- 通过Tensorflow 2.0 实现transformer的构建过程☆12Dec 1, 2019Updated 6 years ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago
- ☆10Dec 5, 2021Updated 4 years ago
- ☆14Jun 8, 2015Updated 10 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 2 years ago
- the code for Spiking neural networks (SSN) on EEG emotion recognition☆13Sep 28, 2023Updated 2 years ago
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆23Jun 9, 2020Updated 5 years ago
- ☆10Dec 27, 2024Updated last year
- ☆27Jun 27, 2018Updated 7 years ago
- ☆27Jan 19, 2018Updated 8 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆40Sep 29, 2019Updated 6 years ago
- CNN classifier to classify MI-EEG signals☆52Dec 2, 2019Updated 6 years ago
- Dataset for training EEG IC classifiers.☆15Aug 29, 2021Updated 4 years ago
- (TIP'18) An Embarrassingly Simple Approach to Visual Domain Adaptation☆12Aug 7, 2018Updated 7 years ago
- ☆12Feb 27, 2024Updated 2 years ago
- 脑电波:视觉感受区电位信号(LFP)与视觉刺激之间关系研究(盲信号处理)☆12Sep 1, 2017Updated 8 years ago
- Bacheor Thesis Code for epileptic seizure detection. Used the CHB-MIT dataset.☆11Jul 18, 2019Updated 6 years ago
- Hyperparameter optimization in Deep Neural Networks, In the context of EEG classification☆10Jul 14, 2018Updated 7 years ago
- ☆75Apr 13, 2022Updated 3 years ago
- ☆10Sep 25, 2019Updated 6 years ago
- ☆11Nov 27, 2022Updated 3 years ago
- The official code for paper entitled "TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network" a…☆13Jul 18, 2023Updated 2 years ago
- Image compression and recovery via a Laplacian Convolutional Neural Network☆11Jan 13, 2018Updated 8 years ago
- Library for processing and analyizing M/EEG data as recorded with naturalistic stimuli.☆15Sep 9, 2025Updated 6 months ago