AKiessner / TUHAbnormal-Expansion-dataset
☆10Updated last year
Alternatives and similar repositories for TUHAbnormal-Expansion-dataset:
Users that are interested in TUHAbnormal-Expansion-dataset are comparing it to the libraries listed below
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆21Updated last year
- M/EEG brain age benchmark paper☆27Updated 2 years ago
- How EEG preprocessing shapes decoding performance☆12Updated 3 weeks ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆55Updated 2 years ago
- 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
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆11Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- ☆24Updated 3 months ago
- ☆16Updated 4 months ago
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆26Updated 2 years ago
- ☆59Updated last year
- Classification of EEG signals into silence vs listening☆20Updated 2 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 2 years ago
- ☆34Updated last month
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆12Updated 7 months ago
- Self-supervised learning for EEG☆25Updated 4 years ago
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆16Updated last year
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆23Updated last year
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆21Updated 2 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆52Updated 2 months ago
- ☆9Updated 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆17Updated 4 years ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated 2 years ago
- Code helper for BEETL competition☆11Updated 3 years ago
- code for NeurIPS_competition☆28Updated 3 years ago
- ☆13Updated last year
- Library for processing and analyizing M/EEG data as recorded with naturalistic stimuli.☆13Updated last week
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆16Updated last year