maryjis / eeg_depressionLinks
machine learning models for predicting depression based on EEG data
☆20Updated 3 years ago
Alternatives and similar repositories for eeg_depression
Users that are interested in eeg_depression are comparing it to the libraries listed below
Sorting:
- ☆35Updated last year
- ☆14Updated 2 years ago
- A project emulating a GNN model which uses EEG data to identify depression in individuals.☆22Updated 2 years ago
- ☆17Updated 4 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆27Updated 5 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆18Updated 3 years ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆13Updated 6 months ago
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆11Updated 2 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆26Updated 6 months ago
- ☆14Updated 2 years ago
- EEG-Based Binary Classification of Normal and Depression Patients using CNN☆13Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated 2 years ago
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆27Updated 2 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- ☆30Updated 3 months ago
- the implementation of the ASAD_DenseNet☆28Updated 8 months ago
- ☆31Updated 2 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆58Updated 2 months ago
- ☆39Updated 4 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆26Updated 2 years 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
- [Neural Networks 2025] EEGMamba: An EEG Foundation Model with Mamba☆49Updated 3 weeks ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆98Updated 5 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆72Updated last year
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆45Updated 5 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆87Updated 3 years ago
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆35Updated 11 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆65Updated 6 months ago
- Depression study through EEG data☆24Updated 3 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆52Updated 2 years ago