RespectKnowledge / EEG_Speech_Depression_MultiDL
☆29Updated 10 months ago
Alternatives and similar repositories for EEG_Speech_Depression_MultiDL
Users that are interested in EEG_Speech_Depression_MultiDL are comparing it to the libraries listed below
Sorting:
- ☆12Updated 2 years ago
- EEG 脑电 数据集 DEAP SEED☆28Updated 2 months ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆11Updated last year
- ☆12Updated last year
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆66Updated 2 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆51Updated 2 years ago
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆62Updated last year
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆12Updated 4 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆47Updated last month
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆20Updated 4 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆51Updated 2 years ago
- 脑电情绪识别☆13Updated 2 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Updated 2 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆54Updated 2 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆69Updated 2 years ago
- This project is the code of BF-GCN. The paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.☆17Updated 10 months ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆26Updated last week
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆20Updated 4 years ago
- machine learning models for predicting depression based on EEG data☆17Updated 2 years ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆37Updated 4 years ago
- ☆31Updated 4 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆37Updated 4 months ago
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆13Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆118Updated last year
- ☆11Updated last year
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆72Updated 5 months ago
- ☆21Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆43Updated last month
- 使用4D切片方式,利用深度学习从时、频、空间域进行EEG情绪识别解码☆23Updated 2 years ago