Currently working on analysis of EEG (Electroencephalography) signals on the emotion recognition and sleep stage classification problems. This package/file is a summary/gathering of the most frequently used packages, functions and papers of EEG analysis in Python.
☆16Oct 20, 2017Updated 8 years ago
Alternatives and similar repositories for Python-for-EEG-analysis
Users that are interested in Python-for-EEG-analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The papers on EEG emotion recognition☆13Nov 20, 2021Updated 4 years ago
- Emotion recognition using DEAP dataset，GSR。☆40Nov 24, 2018Updated 7 years ago
- ☆36Mar 23, 2019Updated 7 years ago
- LSTM-based neural network system to predict EEG signals☆29Jan 9, 2019Updated 7 years ago
- Detection of human emotions from eeg signals using the amigos dataset☆28Jul 15, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆20Jul 5, 2020Updated 6 years ago
- Final project for ECE239AS Deep Learning and Neural Network at UCLA, Winter 2019☆11Jul 5, 2024Updated 2 years ago
- Feature selection via dependence maximization for EEG based emotion classification.☆52Nov 23, 2014Updated 11 years ago
- It's a tensorflow implemention for EEGNet☆17Jun 29, 2018Updated 8 years ago
- MATLAB script for efficiently computing values of permutation entropy from 1D time series in sliding windows☆29Oct 22, 2018Updated 7 years ago
- emotion recognition through eeg by using HOS method☆10Dec 29, 2021Updated 4 years ago
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 years ago
- Used TensorFlow to build a neural network that can predict fraudulent credit card transactions.☆10Jun 21, 2017Updated 9 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆48Oct 25, 2019Updated 6 years ago
- For all the researchers who after waiting for a long time, they get their research papers rejected by big international conferences. This…☆10Dec 6, 2020Updated 5 years ago
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 4 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 9 years ago
- This repository contains the core OpenBCI hardware and software frameworks.☆27Feb 22, 2016Updated 10 years ago
- EEG physics models and adversarily trained RNNs for improved signal processing, data augmentation, and manifold generation.☆14May 19, 2020Updated 6 years ago
- 基于RestOn智能睡眠监测器的睡眠监护系统☆12Dec 26, 2017Updated 8 years ago
- EEG-based Emotion Recognition using Deep Reinforcement Learning☆17Dec 31, 2023Updated 2 years ago
- ☆17Jan 15, 2020Updated 6 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.
- ☆15Jun 20, 2019Updated 7 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆202Mar 1, 2019Updated 7 years ago
- SEEG Project☆16Dec 14, 2020Updated 5 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 3 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Sep 18, 2022Updated 4 years ago
- Data science project☆18Aug 16, 2020Updated 6 years ago
- EEG Emotion classification using the DEAP pre-processed data☆167Nov 7, 2018Updated 7 years ago
- Machine Learning/Pattern Recognition Models to analyze and predict if a client will subscribe for a term deposit given his/her marketing …☆15Jun 5, 2018Updated 8 years ago
- Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models☆13Dec 10, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is a library for reading raw data over udp from Texas Instruments AWR1642 sent via Texas Instruments DCA1000 FPGA device☆14Aug 8, 2019Updated 7 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 4 years ago
- 个人论文研读笔记梳理（GNN / Imaing / CNN / PaperRobot / FinancialTimeSeries）☆15Jul 30, 2019Updated 7 years ago
- NEURAL: a neonatal EEG feature set in Matlab☆43Nov 25, 2020Updated 5 years ago
- Automated seizure detection algorithm for neonatal EEG☆46Jan 30, 2019Updated 7 years ago
- pytorch implementation of SOSELETO☆15Sep 5, 2019Updated 7 years ago
- Bacheor Thesis Code for epileptic seizure detection. Used the CHB-MIT dataset.☆11Jul 18, 2019Updated 7 years ago