EllieYLJ / EEG-GA-LASSOLinks
☆14Updated 2 years ago
Alternatives and similar repositories for EEG-GA-LASSO
Users that are interested in EEG-GA-LASSO are comparing it to the libraries listed below
Sorting:
- ☆13Updated 2 years ago
- machine learning models for predicting depression based on EEG data☆20Updated 3 years ago
- ☆35Updated last year
- Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"☆14Updated 3 weeks ago
- EEG-Based Binary Classification of Normal and Depression Patients using CNN☆12Updated 2 years ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆12Updated 4 months ago
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆25Updated 3 weeks ago
- [Neural Networks 2025] EEGMamba: An EEG Foundation Model with Mamba☆30Updated 2 weeks ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆26Updated 5 years ago
- ☆17Updated 3 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆23Updated 4 months ago
- Depression study through EEG data☆23Updated 3 years ago
- A project emulating a GNN model which uses EEG data to identify depression in individuals.☆21Updated 2 years ago
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆11Updated last year
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆25Updated 2 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆17Updated 2 years ago
- the implementation of the ASAD_DenseNet☆29Updated 7 months ago
- This is the code of MSSTAN☆13Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Transformer Encoder with Multiscale Deep Learning for Pain Classification Using Physiological Signals☆23Updated last year
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated 2 years ago
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆34Updated 10 months ago
- ☆15Updated 4 months ago
- Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' h…☆24Updated 2 years ago
- ☆26Updated last year
- ☆27Updated last month
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆73Updated 2 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆54Updated last month
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆70Updated last year
- [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆30Updated 2 weeks ago