IBM / eeg-ieeg-brain-compressorLinks
PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG"
☆14Updated 2 months ago
Alternatives and similar repositories for eeg-ieeg-brain-compressor
Users that are interested in eeg-ieeg-brain-compressor are comparing it to the libraries listed below
Sorting:
- ☆26Updated last year
- ☆16Updated last month
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆29Updated last year
- ☆68Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆59Updated last year
- Self-supervised learning for EEG☆27Updated 5 years ago
- ☆14Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆52Updated 2 years ago
- ☆39Updated 4 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated last month
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆170Updated 2 years ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆78Updated last month
- ☆15Updated last year
- ☆44Updated 9 months ago
- ☆32Updated last year
- ☆25Updated last year
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆40Updated 7 months ago
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆14Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Updated last year
- [ICLR 2023] Code for BrainBERT☆69Updated last month
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 7 months ago
- ☆17Updated 8 months ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆14Updated 2 years ago
- ☆46Updated 7 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Updated 2 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18Updated 3 years ago
- Conditional EEG diffusion model☆15Updated last year
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆23Updated 3 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆18Updated 6 months ago