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
- EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network☆14Apr 12, 2023Updated 3 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- This is a project to build an EEG classifier for attentive states. Stay... tuned?☆11Feb 21, 2016Updated 10 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Sample Apps for EPOC EMOTIVE device☆23Nov 17, 2013Updated 12 years ago
- 脑电情绪识别☆13Nov 20, 2022Updated 3 years ago
- emotion recognition through eeg by using HOS method☆10Dec 29, 2021Updated 4 years ago
- Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge☆219Jul 17, 2016Updated 9 years ago
- power spectrum using fft, waveforms and amplitude spectrums for delta, alpha, gamma, beta and theta bands☆12Sep 28, 2016Updated 9 years ago
- A repository for Crash detection in a ResNet+ConvLSTM fashion☆12Oct 21, 2024Updated last year
- The code for "EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections"☆13Dec 8, 2020Updated 5 years ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 2 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆10Dec 5, 2021Updated 4 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
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- CNN classifier to classify MI-EEG signals☆52Dec 2, 2019Updated 6 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
- This is the repository with the materials for the Graz BCI 2019 workshop : "Benchmarking BCI classification methods: a hands-on introduct…☆16Sep 17, 2019Updated 6 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
- ☆10Sep 25, 2019Updated 6 years ago
- The official code for paper entitled "TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network" a…☆14Jul 18, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,153Jul 20, 2025Updated 8 months ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- ☆11Jun 29, 2022Updated 3 years ago
- Transfer Learning and Optimal Transport. A demonstration of Subspace Alignment algorithm and Entropy Regularized Optimal Transport (Sinkh…☆12Mar 28, 2020Updated 6 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆15Nov 20, 2024Updated last year
- Source code for self-supervised EEG data transfer learning☆15Feb 9, 2022Updated 4 years ago