Index / People / Full-time Faculty
Full-time Faculty
Shih-Hung YangShih-Hung Yang
Job_title
Assistant Professor
Education
Institute of Electrical Engineering and Control Engineering, National Chiao Tung University
E-mail
vssyang@gs.ncku.edu.tw
Phone
Office(62171)、Laboratory(62159-33)
Lab
Office(91519)、Laboratory(91C05)
Expertise
Invasive brain-computer interface, Hand exoskeleton machine, Neural network-like

Time
  Monday Tuesday Wednesday Thursday Friday Saturday Sunday
Section1
Section2
Section3
Section4
Section5
Section6
Section7
Section8
Section9
Section10
Section11
Section12
Section13
Experience
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
Publication
  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)