duanyiqun / CTNAS-EEGView external linksLinks
Code for Cross-Task Neural Architecture Search for EEG Signals
☆17Mar 7, 2023Updated 2 years ago
Alternatives and similar repositories for CTNAS-EEG
Users that are interested in CTNAS-EEG are comparing it to the libraries listed below
Sorting:
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- Collection of materials and links to talks given, tools presented, software demos etc.☆13Jun 8, 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
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Jun 28, 2022Updated 3 years ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆23Jun 7, 2022Updated 3 years ago
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 2022Updated 3 years ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆64Nov 13, 2023Updated 2 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 4 years ago
- ☆13Sep 5, 2023Updated 2 years ago
- ☆10Jun 10, 2023Updated 2 years ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Apr 18, 2023Updated 2 years ago
- ☆17Oct 6, 2025Updated 4 months ago
- residual deep cnn and lstm for classifying SEED data☆13May 1, 2023Updated 2 years ago
- ECG time-series augmentations library☆27Jun 25, 2023Updated 2 years ago
- EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.☆33Feb 12, 2025Updated last year
- ☆39Jul 14, 2025Updated 7 months ago
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆31Apr 24, 2023Updated 2 years ago
- How EEG preprocessing shapes decoding performance☆16Jul 11, 2025Updated 7 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Oct 29, 2025Updated 3 months ago
- ☆43Nov 19, 2024Updated last year
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆19Feb 14, 2024Updated 2 years ago
- Public Models considered for emotion estimation from EEG☆34Sep 8, 2022Updated 3 years ago
- ☆45Updated this week
- ☆17Dec 16, 2024Updated last year
- Implementations of models and metrics for semantic text similarity. Includes fine-tuning and prediction of models☆14Dec 23, 2022Updated 3 years ago
- Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin☆23Oct 26, 2025Updated 3 months ago
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 4 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Oct 11, 2023Updated 2 years ago
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆18May 21, 2024Updated last year
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Aug 20, 2023Updated 2 years ago
- ☆36Mar 16, 2018Updated 7 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆72Apr 15, 2025Updated 10 months ago
- Repository of EEG-Simpleconv original paper☆49Aug 20, 2025Updated 5 months 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
- My code repository for my ICLR 2023 paper "Training language models to summarize narratives improves brain alignment"☆16Jun 16, 2023Updated 2 years ago
- ☆20Mar 25, 2025Updated 10 months ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆21Nov 7, 2022Updated 3 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Jul 7, 2021Updated 4 years ago
- Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析,使用python…☆41May 11, 2025Updated 9 months ago