Zhe Sun

发表

Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG

A. Cichocki, Yu Zhang, Qibin Zhao, 2020, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example

Junhua Li, Zhe Sun, Feng Duan, 2022, Neural Processing Letters.

Cerebral cortex layer segmentation using diffusion magnetic resonance imaging in vivo with applications to laminar connections and working memory analysis

C. Caiafa, Yu Zhang, Jordi Solé-Casals, 2022, Human brain mapping.

An exploratory study of transfer learning frameworks in the context of few available shots of neurophysiological signals

Zhe Sun, Feng Duan, Yizhi Lv, 2022, Computers and Electrical Engineering.

Graph Empirical Mode Decomposition-Based Data Augmentation Applied to Gifted Children MRI Analysis

C. Caiafa, Xuning Chen, Jordi Solé-Casals, 2022, Frontiers in Neuroscience.

Classification of EEG Signals from Driving Fatigue by Image-Based Deep Recurrent Neural Networks

Enzeng Dong, Jigang Tong, Zhe Sun, 2022, 2022 IEEE International Conference on Mechatronics and Automation (ICMA).

Hybrid mental tasks based human computer interface via integration of pronunciation and motor imagery

Enzeng Dong, Jigang Tong, Shengzhi Du, 2022, Journal of neural engineering.

Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example

Zhe Sun, Feng Duan, Yizhi Lv, 2022, Neural Processing Letters.

Application of Mental Fatigue Classification in Cross Task Paradigm

Enzeng Dong, Jigang Tong, Zhe Sun, 2022, 2022 IEEE International Conference on Mechatronics and Automation (ICMA).

Domain classifier-based transfer learning for visual attention prediction

C. Caiafa, Jordi Solé-Casals, Zhenglu Yang, 2022, World Wide Web.

A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition

Jordi Solé i Casals, Yangyang Dai, Cesar F. Caiafa, 2021, Entropy.

Enabling Temporal-Spectral Decoding in Pre-movement Detection

Yu Zhang, Jordi Solé-Casals, Zhe Sun, 2022, ArXiv.

A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals

Feng Duan, Zhe Sun, Zhenglu Yang, 2019, IEEE Access.

Component-mixing strategy: A decomposition-based data augmentation algorithm for motor imagery signals

Feng Duan, Qibin Zhao, Jordi Solé i Casals, 2021, Neurocomputing.

Machine Learning Methods with Noisy, Incomplete or Small Datasets

Cesar F. Caiafa, Jordi Solé-Casals, Pere Marti-Puig, 2021, Applied Sciences.

The Effect of Treadmill Walking on Gait and Upper Trunk through Linear and Nonlinear Analysis Methods

Feng Duan, Zhe Sun, Liang Shi, 2019, Sensors.

A multimodal emotion recognition method based on facial expressions and electroencephalography

Feng Duan, Jordi Solé i Casals, Cesar F. Caiafa, 2021, Biomed. Signal Process. Control..

Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-dimensional Signals Based on Serialization pdf

Cesar F. Caiafa, Pere Marti-Puig, Fan Feng, 2021, Inf. Sci..

A Novel Multimodal Approach for Hybrid Brain–Computer Interface

F. Duan, Zihao Huang, Zhe Sun, 2020, IEEE Access.

A hybrid method to select morphometric features using tensor completion and F-score rank for gifted children identification

Cesar F. Caiafa, Jordi Solé-Casals, Fan Feng, 2021, Science China Technological Sciences.

A Study of the Brain Network Connectivity in Visual-Word Pairing Associative Learning and Episodic Memory Reactivating Task

Kai Zhang, Zhe Sun, Xuyi Chen, 2021, Comput. Intell. Neurosci..

On the robustness of EEG tensor completion methods

Feng Duan, Andrzej Cichocki, Cesar F. Caiafa, 2021, Science China Technological Sciences.

Towards Improving Motor Imagery Brain–Computer Interface Using Multimodal Speech Imagery

C. Caiafa, Enzeng Dong, Jigang Tong, 2023, Journal of Medical and Biological Engineering.

Towards Multi-class Pre-movement Classification

C. Caiafa, Yu Zhang, Jordi Solé-Casals, 2022, ArXiv.

Brain Simulation and Spiking Neural Networks

Vassilis Cutsuridis, C. Caiafa, Jordi Solé-Casals, 2023, Cognitive Computation.

Recurrent Multi-view Stereo Depth Inference with Pyramid of Images

Enzeng Dong, Jigang Tong, Xiaobao Wang, 2022, 2022 IEEE International Conference on Mechatronics and Automation (ICMA).

Decoding Premovement Patterns with Task-Related Component Analysis

Yangyang Dai, Yu Zhang, Kai Zhang, 2021, Cognitive Computation.

Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis

C. Caiafa, Yu Zhang, Jordi Solé-Casals, 2023, IEEE Journal of Biomedical and Health Informatics.

Improving pre-movement pattern detection with filter bank selection

C. Caiafa, Yu Zhang, Jordi Solé-Casals, 2022, Journal of neural engineering.

Towards a Multi-class Classiﬁcation of Upper Limb Movements

C. Caiafa, Yu Zhang, Jordi Solé-Casals, 2022 .

L3C-Stereo: Lossless Compression for Stereo Images pdf

Chao Li, Andrzej Cichocki, Peiying Ruan, 2021, ArXiv.