Guoyang Liu

School of Integrated Circuits, Shandong University

Affiliated withShandong University Shenzhen Research Institute of Shandong University

Research Area

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JoVE Journal Publications

ArticleTotal : 1	Year
Publication title	2026

Other Publications

Article	Year
Automatic Seizure Detection Based on S-Transform and Deep Convolutional Neural Network. International journal of neural systems\| PubMed ID: 31564174	2020
An Efficient and Accurate Iris Recognition Algorithm Based on a Novel Condensed 2-ch Deep Convolutional Neural Network. Sensors (Basel, Switzerland)\| PubMed ID: 34071850	2021
ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram features. Computer methods and programs in biomedicine\| PubMed ID: 34298474	2021
Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term Memory. International journal of neural systems\| PubMed ID: 34781854	2022
Multiscale time-frequency method for multiclass Motor Imagery Brain Computer Interface. Computers in biology and medicine\| PubMed ID: 35158119	2022
Self-attention-based convolutional neural network and time-frequency common spatial pattern for enhanced motor imagery classification. Journal of neuroscience methods\| PubMed ID: 37611877	2023
Automatic Seizure Detection Based on Stockwell Transform and Transformer. Sensors (Basel, Switzerland)\| PubMed ID: 38202939	2023
Cosine convolutional neural network and its application for seizure detection. Neural networks : the official journal of the International Neural Network Society\| PubMed ID: 38555723	2024
Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG. International journal of neural systems\| PubMed ID: 38770650	2024
Human attention guided explainable artificial intelligence for computer vision models. Neural networks : the official journal of the International Neural Network Society\| PubMed ID: 38788290	2024
CNN-Informer: A hybrid deep learning model for seizure detection on long-term EEG. Neural networks : the official journal of the International Neural Network Society\| PubMed ID: 39488107	2025
EEG-based cross-subject passive music pitch perception using deep learning models. Cognitive neurodynamics\| PubMed ID: 39758357	2025
Understanding the role of eye movement pattern and consistency during face recognition through EEG decoding. NPJ science of learning\| PubMed ID: 40355483	2025
EEG-Based Seizure Detection Using Dual-Branch CNN-ViT Network Integrating Phase and Power Spectrograms. Brain sciences\| PubMed ID: 40426681	2025
An Efficient Deep Learning Framework for Automated Epileptic Seizure Detection: Toward Scalable and Clinically Applicable Solutions. Developmental neurobiology\| PubMed ID: 40620110	2025
CNN-Autoformer: Automated EEG-Based Seizure Detection and Localization Using Hybrid Deep Learning. Biomedical signal processing and control\| PubMed ID: 41189712	2026
A Novel Morlet Convolutional Neural Network. International journal of neural systems\| PubMed ID: 41254886	2026