The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.
☆75May 29, 2022Updated 3 years ago
Alternatives and similar repositories for dn3
Users that are interested in dn3 are comparing it to the libraries listed below
Sorting:
- ☆199Aug 5, 2022Updated 3 years ago
- ☆13Sep 5, 2023Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆30May 30, 2022Updated 3 years ago
- ☆22Dec 8, 2022Updated 3 years ago
- ☆18Sep 18, 2020Updated 5 years ago
- Experiments on Self-Supervised Learning on EEG data☆19Jun 20, 2020Updated 5 years ago
- ☆17Oct 6, 2025Updated 4 months ago
- Repository for mne docker images☆13Sep 1, 2025Updated 6 months ago
- Covariance Data Frames for Predictive M/EEG Pipelines☆33Mar 5, 2024Updated last year
- Matlab code for SSD, SPoC, mSPoC, and cSPoC☆26Apr 4, 2016Updated 9 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆63Oct 12, 2022Updated 3 years ago
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated 7 months ago
- Code helper for BEETL competition☆12Sep 11, 2021Updated 4 years ago
- M/EEG brain age benchmark paper☆29Feb 28, 2023Updated 3 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆88May 2, 2025Updated 10 months ago
- Temporal information enhanced EEGNet☆13Feb 27, 2023Updated 3 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆32Oct 29, 2023Updated 2 years ago
- ☆17Dec 16, 2024Updated last year
- ☆39Jul 14, 2025Updated 7 months ago
- implementation of FBCSP algorithm☆27Mar 8, 2019Updated 6 years ago
- A library with tools for EEG analysis☆69Feb 17, 2026Updated last week
- 🧠 EEG Processing pipeline that annotates continuous data☆41Feb 3, 2026Updated 3 weeks ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,160Feb 21, 2026Updated last week
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53May 16, 2023Updated 2 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 2 years ago
- A library with tools for EEG analysis. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S235…☆17Jun 8, 2021Updated 4 years ago
- My code repository for my ICLR 2023 paper "Training language models to summarize narratives improves brain alignment"☆16Jun 16, 2023Updated 2 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆110Jul 11, 2023Updated 2 years ago
- This is the NeurIPS BEETL repository (https://beetl.ai)☆35Jun 21, 2023Updated 2 years ago
- Introduction to Social Data Science 2024 - a summer school course https://isdsucph.github.io/isds2024/☆12Aug 16, 2024Updated last year
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- ☆45Feb 23, 2026Updated last week
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆178Dec 11, 2023Updated 2 years ago
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 2022Updated 3 years ago
- ☆10Dec 3, 2021Updated 4 years ago
- ☆12Jul 4, 2022Updated 3 years ago
- Predicting brain activity from word embeddings during natural language comprehension☆23Feb 20, 2024Updated 2 years ago