benchopt / benchmark_bciLinks
Benchmark for Brain Computer Interface methods
☆19Updated 11 months ago
Alternatives and similar repositories for benchmark_bci
Users that are interested in benchmark_bci are comparing it to the libraries listed below
Sorting:
- Covariance Data Frames for Predictive M/EEG Pipelines☆33Updated last year
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆28Updated 6 years ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆61Updated 3 years ago
- ☆13Updated 2 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆87Updated 8 months ago
- This project contains the code for a deep learning architecture to analyze EEG data.☆56Updated 11 months ago
- HiDimStat: High-dimensional statistical inference tool for Python☆31Updated last week
- Python code for the Riemannian Procrustes Analysis (RPA) method☆49Updated last year
- How EEG preprocessing shapes decoding performance☆16Updated 6 months ago
- Code for spectral analysis of EEG using Morlet wavelets based on the frequency-based parametrization presented in [Bomatter et al 2024, e…☆17Updated last year
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆46Updated 4 months ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated 2 years ago
- A repo documenting EEG-Dash data and its usage☆58Updated this week
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆70Updated 7 months ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 3 years ago
- ☆12Updated 2 years ago
- ☆30Updated 6 months ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆75Updated 3 years ago
- MultiViewICA: Modeling shared sources☆29Updated 4 years ago
- Domain Adaptation benchmark☆26Updated last year
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆18Updated 7 months ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆73Updated 4 months ago
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Updated 3 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆31Updated 2 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆106Updated 2 years ago
- Analyze and manipulate EEG data using PyEEGLab.☆63Updated 5 years ago
- A library with tools for EEG analysis