先后于山东大学无线电技术专业获工学学士学位、工业自动化专业获工学硕士学位，于天津大学信号与信息处理专业获工学博士学位。现任山东大学教授，博士生和硕士生导师，主讲《生物微电子导论》、《微处理器原理与应用》、《数字信号处理》等课程，兼任国家自然科学基金项目评审专家，山东省声学学会理事，中国声学学会和生物医学工程学会高级会员，国内外相关学术期刊评审专家。曾获山东省科技进步奖、山东省自然科学学术创新奖，先后在新加坡、美国、英国等地作访问学者和学术交流。在国内外期刊发表学术论文60余篇，被SCI和EI收录论文40余篇，已授权国家发明专利10余项、美国和澳大利亚国际专利3项。

• 2016-05 — Now
  集成电路学院山东大学
  教授，博导&硕导
• 2004-10 — 2016-04
  信息科学与工程学院山东大学
  教授，硕导
• 2000-07 — 2004-09
  信息科学与工程学院山东大学
  副教授，硕导
• 1989-07 — 2000-06
  电子工程系山东（工业）大学
  助教，讲师，副教授

1. 生物医学微光机电系统与智慧医疗

2. 脑机接口与类脑计算

(1)孟强. EEG-based cross-subject passive music pitch perception using deep learning models .COGNITIVE NEURODYNAMICS .2025 ,19 (1)

(2)孟强. An objective and automatic evaluation method for vocoder algorithms in music note perception based on electroencephalogram and deep learning .Applied Acoustics .2025 (237（2025）):110635

(3)刘国洋. Fine-Grained Spatial-Frequency-Time Framework for Motor Imagery Brain–Computer Interface . IEEE Journal of Biomedical and Health Informatics .2025 ,29 (6):4121

(4)张雪. Electroencephalogram-based Ling Six-Sound Perception Classification Using Deep Learning .: 3rd International Conference on Biomedical and Intelligen Systems, IC-BIS .2024

(5)曾鸣. Measurement and analysis of photoacoustic pressure induced by weak microsecond pulsed light .Optics Express .2024 ,32 (23):42040-42056

(6)刘国洋. Cosine convolutional neural network and its application for seizure detection .NEURAL NETWORKS .2024 ,174

(7)刘国洋. EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy Features .IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS .2023

(8)许会芳. A dynamic transfer network for cross-database atrial fibrillation detection .Biomedical Signal Processing and Control .2023

(9)田岚. In-vitro quantitative measurement and analysis of the photosensitivity of cells to a weak pulse laser .Biomedical Optics Express .2023 ,14 (7):3584

(10)刘国洋. MartMi-BCI: A Matlab-based Real-Time Motor Imagery Brain-Computer Interface Platform .SOFTWAREX .2023 (22)

(11) A Mandarin Tone Recognition Algorithm Based on Random Forest and Feature Fusion .MATHEMATICS .2023 ,11 (8)

(12)孟强,刘国洋. An improved vocoder algorithm based on music harmonics and time sampling .Applied Acoustics .2023 ,205

(13)刘朝阳. Musical Instrument Timber-evoked EEG Classification Based on Deep Learning .2022 International Conference on Cloud Computing, Big Data and Internet of Things (3CBIT) .2022

(14)刘俊晖. Loss Optimization Based Algorithm for Multi-classification of ECG Signal .2022 3rd International Symposium on Artificial Intelligence for Medicine Sciences .2022

(15)王晓宇. An ECG Signal Denoising Method Using Conditional Generative Adversarial Net .IEEE Journal of Biomedical and Health Informatics .2022 ,26 (7):2929

(16)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 .2022 (6)

(17)刘国洋. Multiscale Time-Frequency Method for Multiclass Motor Imagery Brain Computer Interface .Computers in Biology and Medicine .2022 (143)

(18)刘国洋. ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram features .Computer Methods and Programs in Biomedicine .2021 (208)

(19)徐晶晶. A Micron-Sized Laser Photothermal Effect Evaluation System and Method .SENSORS-BASEL .2021 ,21 (15)

(20)刘国洋. An Efficient and Accurate Iris Recognition Algorithm Based on a Novel Condensed 2-ch Deep Convolutional Neural Network .Sensors .2021 (11)

(21)王静轩. Effect of shorter pulse duration in cochlear neural activation with an 810-nm near-infrared laser .Lasers in Medical Science .2017

(22)田岚. Short-wavelength infrared laser activates the auditory neurons: comparing the effect of 980 vs. 810 nm wavelength .Lasers in Medical Science .2017

(23)马发江. Multi-stages decision voice print recognition in telecommunication .MMME2016 .2016

(24)王静轩. Effect of Fiberoptic Collimation Technique on 808 nm Wavelength Laser Stimulation of Cochlear Neurons .Photomedicine and Laser Surgery .2016

(25) A reconfigurable sound wave decomposition filterbank for hearing aids based on nonlinear transformation .IEEE Transactions on Biomedical Circuits and Systems .2016 ,10 (2):487

(26)王静轩. Pulsed 980 nm short wavelength infrared neural stimulation in cochlea and laser parameter effects on auditory response characteristics .Biomedical Engineering Online .2015

(27)王静轩. Performance analysis of the beam shaping method on optical auditory neural stimulation in vivo .Lasers in Medical Science .2015

(28)田岚. An adaptive spectral subtraction algorithm for speech enhancement in cochlear implant .Acta Acustica .2011 ,36 (3):332

(29)田岚. Improved speech enhancement algorithm based on time-adaptive threshold wavelet packet transform .《控制与决策》 .2009

(30)田岚. The tone perception improvement of Putonghua in cochlear implant simulation based on the all phase DFT filter .《声学学报》 .2009 ,34 (1):74

1. 一种查表式多波段脉冲光调参控制系统及方法

2. 基于时空卷积神经网络的脑电信号评估听力的方法及装置

3. 跨被试被动式音高感知EEG自动分类方法及系统

4. 基于条件生成对抗网络的心电信号降噪优化方法及系统

5. System and method for real-time screening and measurement of cellular specific photosensitive effect

6. 多光谱多参量光刺激离体细胞膜电位检测系统和方法

7. 基于随机森林的语音声调识别方法及系统

8. 细胞特异性光敏效应的实时筛查与测量系统及方法

9. 一种增强人工听觉音调感知的优化编码策略

10. 一种柔性单层导电微结构人工耳蜗电极及制作方法

11. Cochlear electrode arrangement, device, system and method for enhancing musical melody perception

12. 数字助听器基于非线性变换的可重构滤波器组及设计方法

13. 相位对重构语音声调感知影响方法及在人工耳蜗中应用

14. 一种光束整形对光诱发听觉影响的测试系统和方法

15. 可感知音乐旋律的人工耳蜗听神经传导电极阵列

16. 一种阵列光纤激光诱发听觉装置及信号转换方法

17. 基于光纤激光阵列声效应的人工听觉仿真系统和方法

18. 基于音频特征的收视率调查系统及收视率信息检索方法

1. 光电信号检测与脑机接口应用开发, 2025-07-01-2027-06-30

2. （包干项目）面向睡眠障碍的超声智能调控技术研究, 2025-01-01-2027-12-31

3. 基于高灵敏度皮下声学传感器的全植入人工耳蜗 技术研究及样机研制, 2024-12-01-2027-11-30

4. 教学电气模拟系统控制器开发, 2025-02-19-2026-06-30

5. 装配式建筑全息投影展示系统, 2023-08-10-2024-08-09

6. 小信号智能信息处理方法与系统实现-2, 2022-11-01-2024-11-30

7. 智慧工地虚拟仿真负载研发-2, 2022-11-01-2024-11-30

8. 智慧工地虚拟仿真负载研发-1, 2022-11-01-2024-11-30

9. 小信号智能信息处理方法与系统实现-1, 2022-11-30-2024-11-30

10. 听觉系统高精密脑机接口及类脑编码调控关键问题研究, 2022-01-01-2024-12-31

11. （包干项目）仿生听觉音乐感知信号编码机制与脑电评估方法研究, 2021-12-23-2024-12-31

12. 小信号采集与智能信息处理, 2020-06-01-2023-05-31

13. 基于耳蜗频率拓扑结构的音乐感知重建研究及应用, 2016-09-01-2017-12-31

14. 人工耳蜗丰富音感知处理策略与光诱发听觉若干问题研究, 2014-08-15-2018-12-31

15. 基于音频特征的非接触式设备故障诊断的研究, 2012-07-31-2015-07-31

16. 基于光纤激光技术的丰富音感知仿生耳系统研究, 2010-10-01-2013-10-30