dlcjfgmlnasa / NeuroNetLinks
[Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
☆70Updated 11 months ago
Alternatives and similar repositories for NeuroNet
Users that are interested in NeuroNet are comparing it to the libraries listed below
Sorting:
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆36Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆54Updated 2 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆63Updated 3 months ago
- ☆70Updated 2 years ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆246Updated last week
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆78Updated 9 months ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Updated 3 years ago
- ☆20Updated 9 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆101Updated 6 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆25Updated last year
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆63Updated 2 years ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆49Updated 2 years ago
- ☆31Updated 4 months ago
- ☆43Updated last year
- ☆13Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆73Updated 2 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆70Updated 8 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆28Updated 7 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆177Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated last week
- ☆38Updated 4 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆71Updated 9 months ago
- ☆27Updated last year
- code for LMDA☆87Updated 2 years ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆81Updated 3 months ago
- SOTA methods for performing emotion classification using Transformers.☆21Updated 3 years ago
- Deep Learning with EEG.☆24Updated 3 months ago
- ☆32Updated last year
- Analysis of Transformer attention in EEG signal classification☆48Updated last year