EllieYLJ / EEG-GA-LASSO
☆10Updated last year
Alternatives and similar repositories for EEG-GA-LASSO:
Users that are interested in EEG-GA-LASSO are comparing it to the libraries listed below
- ☆22Updated 7 months ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆35Updated 4 years ago
- 基于EEG的抑郁症诊断模型(SSPA-GCN)开源代码☆15Updated 8 months ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆66Updated 2 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆93Updated last year
- ACM MM 2023☆39Updated 3 months ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆95Updated last year
- Emotion Recogniton LSTM RNN Arousal Valence☆45Updated last year
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆53Updated 11 months ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆19Updated 4 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆58Updated last year
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆29Updated last month
- ☆9Updated 2 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆23Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆65Updated 2 years ago
- Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.☆74Updated 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…☆46Updated 2 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆50Updated 2 years ago
- code for LMDA☆70Updated last year
- A trusted repository for groundbreaking EEG research code. Some peer-reviewed algorithms (such as EEG data augmentation techniques, EEG c…☆22Updated 7 months ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆16Updated last month
- Under Review☆16Updated last year
- Feature extraction for EEG signals☆28Updated 5 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆47Updated 9 months ago
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆9Updated 4 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆74Updated last year
- 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☆18Updated last year
- ☆31Updated last year
- 运动想象分类模型---ATCNet,源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆24Updated last year
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆121Updated 3 years ago