BrainVision EEG data classification using the MNE, Keras and the scikit-learn libraries.
☆15Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for MNE_ML
Users that are interested in MNE_ML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- IPython notebooks for EEG/MEG data processing using mne-python☆29Apr 10, 2016Updated 10 years ago
- Graph analysis of resting state eeg data using MNE and Networkx☆20Jun 4, 2018Updated 8 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆12Oct 26, 2022Updated 3 years ago
- A set of of fundamental operations and deep learning models using JAX☆15Mar 12, 2021Updated 5 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 3 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.
- BIDS Application for the Configurable Pipeline for the Analysis of Connectomes (C-PAC)☆15Mar 16, 2026Updated 2 months ago
- Realtime data analysis with MNE-Python☆58May 1, 2026Updated last month
- ☆10Dec 3, 2021Updated 4 years ago
- ☆12Nov 8, 2022Updated 3 years ago
- ☆10Sep 25, 2019Updated 6 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- BV2BIDS is a command line tool that creates the EEG-BIDS folder hierarchy from BVCD files.☆10Mar 9, 2023Updated 3 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plot☆15Apr 5, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- EEG preprocessing methods for classifying person emotions have been widely applied. However, there still remain some parts where determin…☆24Feb 17, 2016Updated 10 years ago
- A reimplementation of "Spatial-Temporal Graph Convolutional Networks for Action Recognition" (Yan et al., 2018) in PyTorch, developed for…☆11Jun 13, 2021Updated 5 years ago
- Code for our PLOS ONE paper: "Predicting Human Decision Making in Psychological Tasks with Recurrent Neural Networks"☆13Jun 3, 2022Updated 4 years ago
- 对一段脑电信号进行预处理，包括工频干扰消除、基线漂移消除，对预处理后的脑电信号进行频谱分析☆13Jul 16, 2021Updated 4 years ago
- Skeleton-Based Emotion Recognition Based on Two-Stream Self-Attention Enhanced Spatial-Temporal Graph Convolutional Network☆13Jan 15, 2021Updated 5 years ago
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 4 years ago
- EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.☆36Feb 12, 2025Updated last year
- StimuliApp is a free app designed to create psychophysical tests with precise timing on iOS and iPadOS devices.☆10Dec 9, 2025Updated 6 months ago
- A set of notebooks to introduce neuroscientists to concepts in information visualization.☆14Apr 27, 2018Updated 8 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.
- “AI Based Facial Emotion Detection”, developed using many machine learning algorithms including convolution neural networks (CNN) for a …☆20Apr 28, 2022Updated 4 years ago
- This toolbox extends frequency domain quantitative electroencephalography (qEEG) methods pursuing higher sensitivity to detect Brain Deve…☆13Jul 18, 2025Updated 10 months ago
- This repository contains tasks written in psychopy☆15Jun 1, 2017Updated 9 years ago
- Repository of COVID-19 related materials developed in the Barrow Innovation Center☆13Apr 3, 2020Updated 6 years ago
- skeleton-based action recognition☆19Jan 12, 2022Updated 4 years ago
- Electronic Supplements for the paper: A Deep Learning Framework for Epileptic Seizure Detection based on Neonatal EEG Signals☆10Mar 11, 2026Updated 3 months ago
- A python-based tool for multivariate pattern dependence (MVPD) analysis on fMRI data.☆10Jun 23, 2022Updated 3 years ago
- CONditionals for Ordinal Regression and classification in PyTorch☆12Nov 5, 2022Updated 3 years ago
- The released code for the paper: ''Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective" in WebConf 2022☆23Apr 14, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆90Dec 8, 2022Updated 3 years ago
- Code for creating recurrent neural network with rotational dynamics. Model is discussed in detail in "Rotational Dynamics Reduce Interfer…☆17Jul 23, 2020Updated 5 years ago
- A list of open resources for learning and using git & github.☆11Aug 19, 2022Updated 3 years ago
- Web interface for controlling a Smart TV☆10Feb 16, 2026Updated 3 months ago
- LSL connector for the actiCHamp (plus) device from Brain Products.☆16Aug 1, 2025Updated 10 months ago
- Estimate/compute high-frequency oscillations (HFOs) from iEEG data that are BIDS and MNE compatible using a scikit-learn-style API.☆15Dec 26, 2023Updated 2 years ago
- A framework for simplying BCI workflow in clinical applications☆24Jun 8, 2026Updated last week