WooTzins / Deep-Learning-EEG-Classification
基于深度学习的睡眠状态检测(EEG Classification)
☆19Updated last year
Alternatives and similar repositories for Deep-Learning-EEG-Classification
Users that are interested in Deep-Learning-EEG-Classification are comparing it to the libraries listed below
Sorting:
- 基于单通道脑电信号的自动睡眠分期研究(Automatic Sleep Staging Based on EEG Signal using Deep Network)☆31Updated 2 years ago
- ☆28Updated 10 months ago
- EEG 脑电 数据集 DEAP SEED☆27Updated 2 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- ☆67Updated 3 years ago
- 基于深度学习的心律失常检测(ECG Classification)☆23Updated last year
- ☆27Updated 6 months ago
- ☆25Updated 5 months ago
- ☆18Updated 5 months ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆50Updated last year
- 脑电情绪识别☆13Updated 2 years ago
- Public EEG Dataset☆14Updated 3 years ago
- 本科毕业设计,基于Transformer的运动想象脑电信号分类,采用CNN+Transformer框架,CNN提取局部时间空间特征,Transformer提取全局依赖☆30Updated last year
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆70Updated 5 months ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆37Updated 4 years ago
- Public EEG Dataset☆50Updated last year
- ☆12Updated 2 years ago
- ☆12Updated last year
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆62Updated last year
- ☆17Updated 2 months ago
- Accompanying code repository for NEMO, A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy☆12Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆47Updated 3 weeks ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆57Updated last year
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆68Updated 3 months ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆34Updated 11 months ago
- ☆19Updated 2 years ago
- It is the task to classify BCI competition datasets (EEG signals) using EEGNet and DeepConvNet with different activation functions. You …☆16Updated 2 years ago
- 硕士期间课题研究记录☆16Updated 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.☆16Updated 10 months ago