Python code for mental state recognition from EEG observations using CNN and RNN networks.
☆35Jan 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.☆771Jul 2, 2020Updated 6 years ago
- EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network☆14Apr 12, 2023Updated 3 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…☆59Sep 4, 2015Updated 10 years ago
- ☆15Jun 20, 2019Updated 7 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This is a project to build an EEG classifier for attentive states. Stay... tuned?☆11Feb 21, 2016Updated 10 years ago
- Machine learning on motor imagery data.☆17May 15, 2020Updated 6 years ago
- Feature selection via dependence maximization for EEG based emotion classification.☆52Nov 23, 2014Updated 11 years ago
- power spectrum using fft, waveforms and amplitude spectrums for delta, alpha, gamma, beta and theta bands☆12Sep 28, 2016Updated 9 years ago
- Sample Apps for EPOC EMOTIVE device☆23Nov 17, 2013Updated 12 years ago
- 脑电情绪识别☆14Nov 20, 2022Updated 3 years ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 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 10 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆45Sep 9, 2023Updated 2 years ago
- 通过Tensorflow 2.0 实现transformer的构建过程☆12Dec 1, 2019Updated 6 years ago
- 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
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆91Aug 3, 2019Updated 6 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 6 years ago
- Automatically score rodent sleep using EEG and EMG recordings☆15Jun 5, 2026Updated last month
- EEGNet implementation of 2 BCI competition datasets☆36Jan 17, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆10Dec 27, 2024Updated last year
- ☆28Jan 19, 2018Updated 8 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆39Sep 29, 2019Updated 6 years ago
- ☆27Jun 27, 2018Updated 8 years ago
- 本赛题面向可穿戴睡眠监测场景，通过分析患者的血氧和心率信息，实现呼吸暂停和低通气异常事件的检测，帮助预警患者的健康风险。☆24Aug 21, 2024Updated last year
- CNN classifier to classify MI-EEG signals☆53Dec 2, 2019Updated 6 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
- Library for processing and analyizing M/EEG data as recorded with naturalistic stimuli.☆15Jun 25, 2026Updated 3 weeks ago
- Similarity Learning applied to Speaker Verification and Semantic Textual Similarity☆13Apr 8, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Dataset for training EEG IC classifiers.☆14Aug 29, 2021Updated 4 years ago
- EEG情感识别☆16Dec 9, 2020Updated 5 years ago
- (TIP'18) An Embarrassingly Simple Approach to Visual Domain Adaptation☆12Aug 7, 2018Updated 7 years ago
- BJUT Principle of Compiler Experiment Example☆12Mar 31, 2020Updated 6 years ago
- ☆12Feb 27, 2024Updated 2 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
- ADJUST method for EEG artifact rejection☆13Mar 30, 2015Updated 11 years ago