Implement Long Short-Term Memory(LSTM) with pytorch to handle raw EEG data
☆25Jan 7, 2021Updated 5 years ago
Alternatives and similar repositories for LSTM_EEG
Users that are interested in LSTM_EEG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 5 years ago
- Used LSTM Network to classify eeg signals based on stimuli the subject recieved (visual or audio)☆16Dec 12, 2017Updated 8 years ago
- LSTM-based neural network system to predict EEG signals☆29Jan 9, 2019Updated 7 years ago
- The implementation of deep learning models for EEG classification.☆15Apr 21, 2023Updated 3 years ago
- ☆12Nov 27, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- trt-hackathon-2022 三等奖方案☆10Mar 6, 2023Updated 3 years ago
- EEG Signal Classification using LSTM on various datasets☆12Jun 14, 2020Updated 6 years ago
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆11Jan 3, 2022Updated 4 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆184Oct 8, 2022Updated 3 years ago
- Age Prediction of Brain MRI by 3D VGG Network☆16Nov 10, 2016Updated 9 years ago
- ☆133Dec 8, 2022Updated 3 years ago
- Code for paper "Decoupling Representation Learning for Imbalanced Electroencephalography Classification in Rapid Serial Visual Presentati…☆10May 14, 2022Updated 4 years ago
- EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network☆14Apr 12, 2023Updated 3 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆39Sep 29, 2019Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆21Apr 28, 2026Updated 3 months ago
- ☆10Feb 13, 2021Updated 5 years ago
- DEPRECATED - Use https://docs.pupil-labs.com/invisible/how-tos/data-collection-with-the-companion-app/monitor-your-data-collection-in-rea…☆10Jul 7, 2022Updated 4 years ago
- Pytorch code for mutil-channel time series dataset. You can use this project to train LSTM to classify such data.☆12Sep 19, 2020Updated 5 years ago
- here are some classic networks for image classification implement by pytorch☆12Sep 4, 2020Updated 5 years ago
- Security preflight and guardrails for OpenClaw/Moltbot☆19Jan 30, 2026Updated 6 months ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- Interface with Emotiv device and keystroke events☆14Apr 29, 2023Updated 3 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Oct 24, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arous…☆22Jul 10, 2026Updated last month
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,164Jul 20, 2025Updated last year
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆34Nov 23, 2020Updated 5 years ago
- The codes that I implemented during my B.Sc. project.☆22Feb 17, 2022Updated 4 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 3 years ago
- This is a simple RGBT detection framework that can quickly build and train your model☆11Jul 31, 2024Updated 2 years ago
- Paper notes for my PhD on Machine Learning (mostly focused on Reinforcement Learning)☆17Jul 22, 2019Updated 7 years ago
- # Intellifotainment assist” – Smart HMI for passenger cars To run the program, download all files and save them in the same directory. A…☆24Jan 16, 2022Updated 4 years ago
- 统计学习导论基于R应用笔记☆13Aug 9, 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.
- Deep Learning (a.k.a. Recent Trends in Machine Learning) course at dsai.asia☆19Apr 21, 2023Updated 3 years ago
- This repository contains code for performing MRI reconstruction with non-cartesian or cartesian data. Several iterative reconstruction ar…☆21Jul 29, 2026Updated 2 weeks ago
- Official implementation of ICLR26 (Oral): Decentralized Attention Fails Centralized Signals: Rethink Transformers for Medical Time Series☆48Feb 28, 2026Updated 5 months ago
- Record EEG data from a Muse 2 headband using the MInd Monitor app and python osc module. Build and train a CNN model in Keras framework t…