kesslerr / m4d
How EEG preprocessing shapes decoding performance
☆12Updated 3 weeks ago
Alternatives and similar repositories for m4d:
Users that are interested in m4d are comparing it to the libraries listed below
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆23Updated 2 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆11Updated last month
- Covariance Data Frames for Predictive M/EEG Pipelines☆32Updated last year
- ☆10Updated last year
- ☆12Updated last year
- Library for processing and analyizing M/EEG data as recorded with naturalistic stimuli.☆13Updated this week
- ☆24Updated 3 months ago
- Collection of materials and links to talks given, tools presented, software demos etc.☆13Updated last year
- An easy to use decoding toolbox for Matlab users.☆27Updated last week
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 2 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆23Updated last year
- M/EEG brain age benchmark paper☆27Updated 2 years ago
- Train Wavenet-based group-level models on MEG data, and uncover neuroscientifically interpretable information.☆11Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆12Updated 7 months ago
- Complex-valued Morlet wavelets for EEG signal analysis and feature engineering.☆20Updated 8 months ago
- ☆39Updated last week
- Eye movement and blink-related EEG and MEG artifact correction algorithms☆25Updated 4 years ago
- Code accompanying publication on GED tutorial☆32Updated 3 years ago
- Implementation of rASR filtering.☆26Updated 3 years ago
- Create optimized ICA training (OPTICAT) data for EEG data recorded during free viewing (Dimigen, 2020, NeuroImage)☆19Updated 9 months ago
- Code for spectral analysis of EEG using Morlet wavelets based on the frequency-based parametrization presented in [Bomatter et al 2024, e…☆14Updated 8 months ago
- A Matlab Toolbox for correcting EEG artifacts using Riemannian Artifact Subspace Reconstruction.☆30Updated 4 years ago
- 🧠 EEG Processing pipeline that annotates continuous data☆28Updated 3 weeks ago
- The Batch Electroencephalography Automated Processing Platform (BEAPP)☆36Updated 2 months ago
- Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin☆17Updated last month
- MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalogr…☆18Updated 4 months ago
- Preprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data☆22Updated 3 years ago
- A pipeline to automatically preprocess, analyze and visualize resting state EEG data.☆53Updated last month
- EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your M…☆41Updated 11 months ago
- TMS-EEG signal analyser (TESA) code repository☆19Updated 3 years ago