教师个人主页
教师个人主页
电子邮箱： wdzhou@sdu.edu.cn
工学博士，教授，博士生导师。为中国生物医学工程学会生物医学信息与控制分会委员，中国电子学会和生物医学工程学会高级会员。Journal of Measurement Science and Instrument编委。国家自然科学基金、科技部和山东省科技项目同行评审专家。2004年－2005年加拿大McGill大学访问学者。
承担或完成国家自然基金、省自然基金重点项目及横向课题等近二十项。已取得省级技术鉴定成果三项，获得山东省青年科技奖、山东省科委科技进步奖、山东省教委科技进步奖等多项奖励。多次前往美国、加拿大、日本和香港地区访问交流和参加国际学术会议。
在IEEE Trans、Neural Networks、International Journal of Neural Systems、 Biomedical Signal Processing and Control、Clinical EEG and neuroscience、Biological Cybernetics、自动化学报、中国生物医学工程学报、仪器仪表学报等学术刊物发表学术论文60多篇，其中被SCI或 EI收录近30篇。Google scholar 论文被引用: 3245次; h-index: 31。
已指导毕业博士和硕士研究生60多名，培养的博士和硕士研究生曾获国家奖学金等多项奖励。毕业生去向：华为、中兴通讯等公司，高等院校，硕博连读等。
山东大学集成电路学院
山东大学获工学博士学位
山东大学信息学院
山东大学电子工程系
山东大学电子所
浙江大学取得学士学位和硕士学位
| 本科生课程名称 | 学期 | 学分 | 课程号 |
|---|---|---|---|
|
生物医学信号处理 |
春学期 |
2.0 |
0230014 |
|
计算机控制技术 |
111 |
||
|
自动控制原理 |
111 |
||
|
生物医学信号处理 |
春学期 |
2.0 |
0230014 |
| 名称 | 简介 |
|---|---|
|
集成微电子系统 |
集成微电子系统 |
|
深度学习及硬件加速 |
深度学习及硬件加速 |
|
脑机接口与类脑计算 |
1、脑机接口与类脑计算 2、深度学习及硬件加速 3、集成微电子系统 |
【1】纪德赞.Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEGInternational Journal of Neural Systems,2024.
【2】刘国洋.Cosine convolutional neural network and its application for seizure detection. NEURAL NETWORKS, 174,2024.
【3】刘国洋.EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy FeaturesIEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS,2023.
【4】朱沛霖.A Novel SE-TCN-BiGRU Hybrid Network for Automatic Seizure Detection IEEE Access :1-1,2024.
【5】张睿.Self-attention-based convolutional neural network and time-frequency common spatial pattern for enhanced motor imagery classification. Journal of Neuroscience Methods, 398,2023.
【6】.Epileptic Seizure Prediction Using Attention Augmented Convolutional NetworkINTERNATIONAL JOURNAL OF NEURAL SYSTEMS ,2023.
【7】刘国洋.MartMi-BCI: A Matlab-based Real-Time Motor Imagery Brain-Computer Interface PlatformSOFTWAREX,2023.
【8】刘国洋.Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term MemoryInternational Journal of Neural Systems,2022.
【9】刘国洋.Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term Memory. International Journal of Neural Systems, 32:2150051,2022.
【10】刘国洋.Multiscale time-frequency method for multiclass Motor Imagery Brain Computer Interface. Computers in Biology and Medicine, 143:105299,2022.
【11】刘国洋.Multiscale Time-Frequency Method for Multiclass Motor Imagery Brain Computer InterfaceComputers in Biology and Medicine,2022.
【12】刘国洋.ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram features. Computer Methods and Programs in Biomedicine, 208,2021.
【13】刘国洋.ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram featuresComputer Methods and Programs in Biomedicine,2021.
【14】刘国洋.An Efficient and Accurate Iris Recognition Algorithm Based on a Novel Condensed 2-ch Deep Convolutional Neural NetworkSensors,2021.
【15】刘国洋.An Efficient and Accurate Iris Recognition Algorithm Based on a Novel Condensed 2-ch Deep Convolutional Neural Network. Sensors, 21,2021.
【16】刘英剑.Neuromodulation Effect of Very Low Intensity Transcranial Ultrasound Stimulation on Multiple Nuclei in Rat Brain. frontiers in aging neuroscience, 13,2021.
【17】李朝嵩.Seizure Onset Detection Using Empirical Mode Decomposition and Common Spatial Pattern. IEEE transactions on neural systems and rehabilitation engineering, 29:458,2021.
【18】马昕.Special acoustical role of pinna simplifying spatial target localization by the brown long-eared bat Plecotus auritus. PHYSICAL REVIEW E, 102,2020.
【19】刘国洋.Automatic seizure detection based on S-Transform and deep convolutional neural network. International Journal of Neural Systems, 30,2020.
【20】刘国洋.Automatic Seizure Detection Based on S-Transform and Deep Convolutional Neural Network. International Journal of Neural Systems, 30,2020.
【21】耿敏行.Epileptic Seizure Detection Based on Stockwell Transform and Bidirectional Long Short-Term Memory. IEEE transactions on neural systems and rehabilitation engineering, 28:573,2020.
