首頁 / 成員介紹 / 專任教師
專任教師
楊世宏Shih-Hung Yang
職  稱
助理教授
學  歷
國立交通大學電機與控制工程研究所
電  話
教授室(62171)、實驗室(62159-33)
研 究 室
教授室(91519室)、實驗室(91C05室)
網  頁
專  長
侵入式腦機介面、類神經網路
簡要經歷
  • 2019 to now : 助理教授,國立成功大學。Assistant Profess0R, NCKU, Taiwan

  • 2017-2019 : 副教授,逢甲大學。Associate Profess0R, FCU, Taiwan

  • 2013-2017 : 助理教授,逢甲大學。Assistant Profess0R, FCU, Taiwan

  • 2013.03-2013.07 : 博士後研究員,中央研究院,資訊科學研究所。PostDoc, Institute of Inf0Rmation Science, Academia Sinica, Taiwan

  • 2012.01-2013.01 : 訪問研究員,加州大學柏克萊分校,機械工程學系。Visiting Research Fellow, Dept. of Mechanical Eng., UC Berkeley, USA

學術專長
侵入式腦機介面、類神經網路
研究領域
侵入式腦機介面、類神經網路
主要授課課程
工程數學(二)、電子學、自動控制
期刊論文
  1. 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 Spatiotemp0Ral 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)

  2. Shih-Hung Yang*, Wei-Ren Chen, Wun-Jhu Huang, and Yon-Ping Chen, “DDaNet: Dual-Path Depth-Aware Attention Netw0Rk 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, Inf0Rmation Systems, doi:10.1109/ACCESS.2020.3046667)

  3. 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 f0R 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)

  4. 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)

  5. 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).

  6. 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 tens0R imaging,” Brain Pathology, pp. 1-16,  2020. doi:10.1111/bpa.12870 (SCI, IF= 5.568, Rank= 7/78 =8.97%, Q1, PATHOLOGY)

  7. 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 Modulat0Ry Interactions of Brain Netw0Rks 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)

  8. 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 F0Relimb Traject0Ry Using Evolutionary Neural Netw0Rks With Err0R-C0Rrection 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)

  9. 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 netw0Rks with central thalamic deep brain stimulation to enhance spatial w0Rking mem0Ry," Frontiers in Neuroscience, Volume 13, pp. 1269, doi: 10.3389/fnins.2019.01269, 2019. (SCI, IF=3.648, Rank=92/267=34.46%, Q2)

  10. 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)

  11. 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)

  12. Shih-Hung Yang*, Wun-Jhu Huang, Jian-Feng Tsai and Yon-Ping Chen, "Symbiotic Structure Learning Alg0Rithm f0R Feedf0Rward Neural-Netw0Rk-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)

  13. 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 f0R 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)

  14. Shih-Hung Yang,You-Yin Chen,Sheng-Huang Lin,Lun-De Liao,H0Rng-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 f0Relimb movement FR0M neuronal spikes in the rat mot0R c0Rtex," Frontiers in Neuroscience, doi: 10.3389/fnins.2016.00556, 2016-12. (SCI, IF=3.648, Rank=92/267=34.46%, Q2)

  15. Shih-Hung Yang*, Yu-Min Tseng, and Yon-Ping Chen, "Feature Learning-Based Segmentation Alg0Rithm f0R Hand Segmentation," International Journal of Computational Intelligence in Control, VOLUME 7, NUMBER 1, JUNE 2015, PP. 13-22, 2015-06. (EI)

  16. Shih-Hung Yang and Y. P. Chen*, "An Evolutionary Constructive and Pruning Alg0Rithm f0R Artificial Neural Netw0Rks and Its Prediction Applications," Neurocomputing, vol. 86, no. 1, 2012-02. (SCI, IF=4.072, Rank=28/134=20.90%, Q1)

  17. Shih-Hung Yang*, C. Y. Ho and Y. P. Chen, "Intelligent stereo matching alg0Rithm based on Hopfield neural netw0Rk and genetic alg0Rithm," Far East Journal of Experimental and The0Retical Artificial Intelligence, vol. 6, no. 1-2, 2011-05.

  18. Shih-Hung Yang and You-Yin Chen, "Intelligent f0Recasting system using grey model combined with neural netw0Rk," International Journal of Fuzzy Systems, vol. 13, no. 1, 2011-02. (SCI, IF=3.085, Rank=41/134=30.60%, Q2)

計畫與產學合作
計 畫 名 稱 計畫內擔任之工作 起迄
年月
補助或委託機構 執行
情形
補助經費
非人靈長類侵入式腦機介面之運動解碼演算法與資料擴增技術開發(3/4)
MOST 110-2636-E-006-010
計畫主持人 2021/02

2022/01
科技部
哥倫布計畫
執行中 5,024,000
成大中研院整合皮質微電極陣列計畫(1/3) 共同主持人 2020/08

2020/12
成大醫院 第一年
結案
2,038,000
非人靈長類侵入式腦機介面之運動解碼演算法與資料擴增技術開發(2/4)
MOST 109-2636-E-006-010
計畫主持人 2020/02

2021/01
科技部
哥倫布計畫
結案 5,731,000
非人靈長類侵入式腦機介面之運動解碼演算法與資料擴增技術開發(1/4)
MOST 108-2636-E-006-010
計畫主持人 2019/02

2020/01
科技部
哥倫布計畫
結案 5,731,000
以大腦皮質腦電圖為基礎之手部運動輔助腦機介面開發及手外骨骼之設計與製作
MOST 107-2221-E-035-083-MY2
計畫主持人 2018/08

2020/07
科技部 因哥倫布計畫而終止 1,860,000
可自我校正之大鼠侵入式腦機介面及其前肢運動解碼與觸覺編碼技術開發
MOST 106-2221-E-035-092
計畫主持人 2017/08

2018/07
科技部 結案 623,000
 
專利及技術移轉
楊世宏,李聖偉,“行動裝置計步系統及其步態分析方法",中華民國發明專利,發明第
I579530 號,2017。