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Full-time Faculty
Shih-Hung YangShih-Hung Yang
Assistant Professor
Institute of Electrical Engineering and Control Engineering, National Chiao Tung University
Invasive brain-computer interface, Hand exoskeleton machine, Neural network-like

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Feng Chia University, Taiwan
Associate professor                                                         Aug. 2017 – Now
Assistant professor                                                 Aug. 2013 – July. 2017
Department of Mechanical and Computer-Aided Engineering                   

Academia Sinica, Taiwan
Postdoctoral researcher, Institute of Information Science    March. 2013 – July. 2013
Supervisor: Professor Tyng-Luh Liu

Universityof California, Berkeley
Visiting researcher, Department of Mechanical Engineering    Jan. 2012 – Jan. 2013
Supervisor: Professor Masayoshi Tomizuka
Academic expertise
Invasive brain computer interface, neural network
Research areas
Invasive brain computer interface, neural network
Main courses
engineering mathmatics, electronics, automatic control
  1. Chao-Hung Kuo, Kaitlyn Casimo, Jing Wu, Kelly Collins, Patrick Rice, Bo-Wei Chen, Shih-Hung Yang, Yu-Chun Lo, Edward John Novotny, Kurt E Weaver, You-Yin Chen and Jeffrey G Ojemann, “Electrocorticography to Investigate Age-Related Brain Lateralization on Pediatric Motor Inhibition,” Frontiers in Neurology, Accepted. (IF: 4.003, Ranking: 72/208=34.62%, Clinical Neurology, Q2).
  2. Shih-Hung Yang, Chia-Lin Koh, Chun-Hang Hsu, Po-Chuan Chen, Jia-Wei Chen, Yu-Hao Lan, Yi Yang, Yi-De Lin, Chun-Hung Wu, Hsien-Kuang Liu, Yu-Chun Lo, Guan-Tze Liu, Chao-Hung Kuo, and You-Yin Chen*, 2021, December, “An Instrumented Glove-Controlled P0Rtable Hand-Exoskeleton for Bilateral Hand Training in Rehabilitation Program,” Biosensors, pp. 1-12. (IF: 5.519, Ranking: 8/64=12.5%, Instruments & Instrumentation, Q1)
  3. Shih-Hung Yang*, Yao-Mao Cheng, Jyun-We Huang, and Yon-Ping Chen, 2021, November, “RFaNet: Receptive-Field Aware Network with Finger Attention for Fingerspelling Recognition using Depth Sensor,” Mathematics, pp. 1-22. (IF: 2.258, Ranking: 24/330 =7.27%, Mathematics, Q1)
  4. Shih-Hung Yang*, Jyun-We Huang, Chun-Jui Huang, Po-Hsiung Chiu, Hsin-Yi Lai and You-Yin Chen, 2021, September, “se1ection of Essential Neural Activity Timesteps for Intracortical Brain–Computer Interface Based on Recurrent Neural Network,” Sensors, pp. 1-17.
  5. Han-Lin Wang, Jia-Wei Chen, Shih-Hung Yang, Yu-Chun Lo, Han-Chi Pan, Yao-Wen Liang, Ching-Fu Wang, Yi Yang1, Yun-Ting Kuo, Yi-Chen Lin, Chin-Yu Chou, Sheng-Huang Lin* and You-Yin Chen*, “Multimodal Optical Imaging to Investigate Spatiotemporal Changes in Cerebrovascular Function in Auda Treatment of Acute Ischemic Stroke,” Frontiers in Cellular Neuroscience, vol. 15, pp. 1-18, 2021. (SCI, IF: 3.921, Rank: 93/272=34.19%, Neurosciences, doi:10.3389/fncel.2021.655305)
  6. Shih-Hung Yang*, Wei-Ren Chen, Wun-Jhu Huang, and Yon-Ping Chen, “DDaNet: Dual-Path Depth-Aware Attention Network f0R Fingerspelling Recognition Using RGB-D Images,” IEEE Access, vol. 9, pp. 7306-7322, 2021. (SCI, IF: 3.745, Rank: 35/156=22.44%, Computer Science, Information Systems, doi:10.1109/ACCESS.2020.3046667)

  7. Chun-Ping Shieh, Shih-Hung Yang*, Yu-Shun Liu, Yun-Ting Kuo, Yu-Chun Lo, Chao-Hung Kuo, and You-Yin Chen*, “Simultaneously Spatiospectral Pattern Learning and Contaminated Trial Pruning for Electroencephalography-Based Brain Computer Interface,” Symmetry, vol. 12, no. 1387, pp. 1-15, 2020. (SCI, IF: 2.645, Rank: 29/71=40.85%, Multidisciplinary Sciences, doi:10.3390/sym12091387)

  8. Bo-Wei Chen+, Shih-Hung Yang+, Yu-Chun Lo, Ching-Fu Wang, Han-Lin Wang, Chen-Yang Hsu, Yun-Ting Kuo, Jung-Chen Chen, Sheng-Huang Lin, Han-Chi Pan, Sheng-Wei Lee, Xiao Yu, Boyi Qu, Chao-Hung Kuo, You-Yin Chen* and Hsin-Yi Lai, "Enhancement of Hippocampal Spatial Decoding Using a Dynamic Q-Learning Method with a Relative Reward Using Theta Phase Precession," International Journal of Neural Systems, Accepted, doi: 10.1142/s0129065720500483, 2020. (+equally contributed, SCI, IF=6.4, Rank=10/134=7.46%, Q1)

  9. Hsien Kuang Liu, Shun Fa Hwang, Shih Hung Yang, and Chung Hsiang Lei, “Fatigue analysis of graphene oxide papers fabricated under various processing parameters," Fatigue & Fracture of Engineering Materials & Structures, pp. 1-11, 2020,  doi: 10.1111/ffe.13289. (SCI, IF=3.031, Rank=32/130, Q1, ENGINEERING, MECHANICAL).

  10. Christine Chin-jung Hsieh, Yu-Chun Lo, Ssu-Ju Li, Ting-Chun Lin, Ching-Wen Chang, Ting-Chieh Chen, Shih-Hung Yang, Yi-Chao Lee, and You-Yin Chen, “Detection of endophenotypes associated with neuropsychiatric deficiencies in a mouse model of tuberous sclerosis complex using diffusion tensor imaging,” Brain Pathology, pp. 1-16,  2020. doi:10.1111/bpa.12870 (SCI, IF= 5.568, Rank= 7/78 =8.97%, Q1, PATHOLOGY)

  11. Ssu-Ju Li, Yu-Chun Lo, Hsin-Yi Lai, Sheng-Huang Lin, Hui-Ching Lin, Ting-Chun Lin, Ching-Wen Chang, Ting-Chieh Chen, Christine Chin-Jung Hsieh, Shih-Hung Yang, Feng-Mao Chiu, Chao-Hung Kuo and You-Yin Chen*, "Uncovering the Modulatory Interactions of Brain Networks in Cognition with Central Thalamic Deep Brain Stimulation Using Functional Magnetic Resonance Imaging," Neuroscience, vol. 440, pp. 65, doi: 10.1016/j.neuroscience.2020.05.022, 2020. (SCI, IF=3.244, Rank=114/267=42.70%, Q2)

  12. Shih-Hung Yang, Han-Lin Wang, Yu-Chun Lo, Hsin-Yi Lai, Kuan-Yu Chen, Yu-Hao Lan, Ching-Chia Kao, Chin Chou, Sheng-Huang Lin, Jyun-We Huang, Ching-Fu Wang, Chao-Hung Kuo and You-Yin Chen*, "Inhibition of Long-Term Variability in Decoding Forelimb Trajectory Using Evolutionary Neural Networks With Error-Correction Learning," Frontiers in Computational Neuroscience, vol. 14, pp. 22, doi: 10.3389/fncom.2020.00022, 2020. (SCI, IF=2.323, Rank=13/59=22.03%, Q1)

  13. Ching-Wen Chang, Yu-Chun Lo, Sheng-Huang Lin, Shih-Hung Yang, Hui-Ching Lin, Ting-Chun Lin, Ssu-Ju Li, Christine Chin-Jung Hsieh, Vina Ro, Yueh-Jung Chung, Yun-Chi Chang, Chi-Wei Lee, Chao-Hung Kuo, and You-Yin Chen*, "Modulation of theta-band local field potential oscillations across brain networks with central thalamic deep brain stimulation to enhance spatial working memory," Frontiers in Neuroscience, Volume 13, pp. 1269, doi: 10.3389/fnins.2019.01269, 2019. (SCI, IF=3.648, Rank=92/267=34.46%, Q2)

  14. Shun-Yi Wang, Shih-Hung Yang* , Yon-Ping Chen and Jyun-We Huang, "Face Liveness Detection Based on Skin Blood Flow Analysis," Symmetry, vol. 9, no. 12, pp. 305; doi:10.3390/sym9120305, 2017-12. (SCI, IF=2.143, Rank=30/69=43.78%, Q2)

  15. Sheng-Huang Lin, Hsin-Yi Lai, Yu-Chun Lo, Chin Chou, Yi-Ting Chou, Shih-Hung Yang, I Sun, Bo-Wei Chen, Ching-Fu Wang, Guan-Tze Liu, Fu-Shan Jaw, Shin-Yuan Chen*, and You-Yin Chen*, "Decreased Power but Preserved Bursting Features of Subthalamic Neuronal Signals in Advanced Parkinson’s Patients under Controlled Desflurane Inhalation Anesthesia," Frontiers in Neuroscience, Volume 11, Article 701, doi: 10.3389/fnins.2017.00701, 2017-12. (SCI, IF=3.648, Rank=92/267=34.46%, Q2)

  16. Shih-Hung Yang*, Wun-Jhu Huang, Jian-Feng Tsai and Yon-Ping Chen, "Symbiotic Structure Learning Algorithm for Feedforward Neural-Network-aided Grey Model and Prediction Applications," IEEE Access, vol. 5, pp. 9378-9388, 2017, doi: 10.1109/ACCESS.2017.2702340, 2017-04. (SCI, IF=4.098, Rank=23/155=14.84%, Q1)

  17. Ching-Fu Wang, Shih-Hung Yang*, Sheng-Huang Lin, Po-Chuan Chen, Yu-Chun Lo, Han-Chi Pan, Lun-De Liao, Hui-Ching Lin, Fu-Shan Jaw, Hsin-Yi Lai, Wei-Chen Huang, Wun-Jhu Huang, and You-Yin Chen*, "A proof-of-principle simulation for closed-loop control based on preexisting experimental thalamic DBS-enhanced instrumental learning," Brain Stimulation, http://dx.doi.0Rg/10.1016/j.brs.2017.02.004, 2017-02. (SCI, IF=6.919, Rank=14/199=7.03%, Q1)

  18. Shih-Hung Yang,You-Yin Chen,Sheng-Huang Lin,Lun-De Liao,Horng-Shing Lu,Ching-Fu Wang,Po-Chuan Chen,Yu-Chun Lo,Thanh Dat Phan,Hsiang-Ya Chao,Hui-Ching Lin,Hsin-Yi Lai,Wei-Chen Huang, "A sliced inverse regression (SIR) decoding the forelimb movement FROM neuronal spikes in the rat motor cortex," Frontiers in Neuroscience, doi: 10.3389/fnins.2016.00556, 2016-12. (SCI, IF=3.648, Rank=92/267=34.46%, Q2)

  19. Shih-Hung Yang*, Yu-Min Tseng, and Yon-Ping Chen, "Feature Learning-Based Segmentation Algorithm for Hand Segmentation," International Journal of Computational Intelligence in Control, VOLUME 7, NUMBER 1, JUNE 2015, PP. 13-22, 2015-06. (EI)

  20. Shih-Hung Yang and Y. P. Chen*, "An Evolutionary Constructive and Pruning Algorithm for Artificial Neural Networks and Its Prediction Applications," Neurocomputing, vol. 86, no. 1, 2012-02. (SCI, IF=4.072, Rank=28/134=20.90%, Q1)

  21. Shih-Hung Yang*, C. Y. Ho and Y. P. Chen, "Intelligent stereo matching algorithm based on Hopfield neural network and genetic algorithm," Far East Journal of Experimental and Theoretical Artificial Intelligence, vol. 6, no. 1-2, 2011-05.

  22. Shih-Hung Yang and You-Yin Chen, "Intelligent forecasting system using grey model combined with neural network," International Journal of Fuzzy Systems, vol. 13, no. 1, 2011-02. (SCI, IF=3.085, Rank=41/134=30.60%, Q2)