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楊世宏

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助理教授
姓名 楊世宏 (Shih-Hung Yang)
組別 機械系統自動控制組
教授室 91519室(辦公)、91C05室(實驗)
分機 62171(辦公室)、62159-33(實驗室)
傳真機 06-2352973
電子信箱 vssyang@gs.ncku.edu.tw
個人網站 https://nckunclab.wixsite.com/neuralcomputationlab
學歷
  1. 國立交通大學電機與控制工程研究所
  2. 國立交通大學機械工程學系
經歷
  1. 逢甲大學機械與電腦輔助工程學系
  2. 中央研究院資訊科學研究所
專長
  1. 侵入式腦機介面、手外骨骼機器、類神經網路
  2. Invasive brain machine interface, hand exoskeleton, neural network
教師研究介紹
服務
榮譽

˙2018    第一名,國際機器人技術開發與微電腦應用競賽,老人回春術智能輔具應用組

˙2018    金獎(第一名),第四屆旭泰科技論文獎大專專題競賽

˙2017    逢甲大學教學績優教師

˙2017    旭泰科技論文競賽佳作

˙2016    Young Investigator Award, Global Conference on Biomedical Engineering

˙2015    逢甲大學優良導師

˙2015    Best Paper, Annual Symposium on Biomedical Engineering and Technology

˙2013    Best Paper in Application Nomination, International Automatic Control Conference

專利

類別

專利名稱

國別

專利號碼

發明人

專利權人

專利期間

發明

行動裝置計步系統及其步態分析方法

台灣

I579530

楊世宏

李聖偉

逢甲大學

2017/04

2035/11

 
著作

著作目錄                                                                                                              

期刊論文

  • Shun-Yi Wang, Shih-Hung Yang*, Yon-Ping Chen, Jyun-We Huang, “Face Liveness Detection Based on Skin Blood Flow Analysis,” Symmetry, vol. 9, no. 305, pp. 1-18, 2017. (SCI, IF: 1.256, Rank: 29/64=45.3%, Q2, Multidisciplinary Sciences, doi:10.3390/sym9120305, 本人為通訊作者)
  • 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, vol. 11, no. 701, pp. 1-10, 2017. (SCI, IF: 3.877, Rank: 77/261=29.5%, Q2, Neurosciences, doi: 10.3389/fnins.2017.00701, 被引用1 )
  • 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. (SCI, IF: 3.557, Rank: 24/148=16.2%, Q1, Computer Science, Information Systems, doi: 10.1109/ACCESS.2017.2702340,本人為第一作者)
  • 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, vol. 10, no. 3, pp. 672-683, 2017. (SCI, IF: 6.12, Rank: 18/197=9.1%, Q1, Neurosciences, doi: 10.1016/j.brs.2017.02.004,本人為通訊作者, 被引用1 )
  • 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, vol. 10, no. 556, pp. 1-10, 2016. (SCI, IF: 3.877, Rank: 77/261=29.5%, Q2, Neurosciences, doi: 10.3389/fnins.2016.00556, 本人為第一作者)
  • 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, vol. 7, no. 1, pp. 13-22, 2015.(本人為第一、通訊作者)
  • Shih-Hung Yang*and Yon-Ping Chen, “An Evolutionary Constructive and Pruning Algorithm for Artificial Neural Networks and Its Prediction Applications,” Neurocomputing, vol. 86, no. 1, pp. 140-149, 2012. (SCI, IF: 3.241, Rank: 27/132=20.5%, Q1, Computer Science, Artificial Intelligence, doi:10.1016/j.neucom.2012.01.024, 本人為第一、通訊作者, 被引用46)
  • Shih-Hung Yang*, Cheng-Yu Ho and Yon-Ping 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, pp. 1-23, 2011.(已停刊, 本人為第一、通訊作者)
  • Shih-Hung Yang*and Yon-Ping Chen, “Intelligent Forecasting System Using Grey Model Combined with Neural Network,” International Journal of Fuzzy Systems, vol. 13, no. 1, pp. 8-15, 2011.(SCI, IF: 2.396, Rank: 42/132=31.8%, Q2, Computer Science, Artificial Intelligence, 本人為第一、通訊作者, 被引用8 )

研討會論文

  • Yu-Chieh Lin, Chin Chou, Shih-Hung Yang*, Hsin-Yi Lai, Yu Chun Lo, You-Yin Chen*, “Neural Decoding Forelimb Trajectory Using Evolutionary Neural Networks with Feedback-error-learning Schemes,” 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018. (生醫工程最具權威性的主導會議: 接受率40%,oral)
  • Chia-Jung Yeh, Yi-Ting Chou, Shih-Hung Yang*, Yu-Chun Lo, You-Yin Chen*,“Robust Decoding Animal Forelimb Movement Using Kernel Sliced Inverse Regression with Multimodal Neural Signals,”40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018, (生醫工程最具權威性的主導會議: 接受率40%,poster)
    • Chin Chou, Hsin-Yi Lai, Co-Chung Chen, Yu-Chieh Lin, Chia-Jung Yeh, Shih-Hung Yang and You-Yin Chen, “An Evolutionary Neural Network with Error Feedback for Closed-Loop Neural Decoder,” BME Annual Symposium, 2017.
    • Yi Ting Chou, Henry Horng-Shing Lu, Hsin-Yi Lai, Jia-Yu Shin, Ssu-Ming Wang, Yi-Siang Syu, Shih-Hung Yang and You-YinChen, “Artificial Intelligence Used to Decode Multiscale Brain Signals for Robust Brain Machine Interface,” BME Annual Symposium, 2017.
    • 鄧翔之、黃駿偉、董中庸、楊世宏*,滑鼠滾輪重心偏移檢測系統之設計與製作,旭泰科技論文競賽,2017。(佳作)
    • Jian-Feng Tsai, Yu-Cian Syu, Li-Pei Lin, and Shih-Hung Yang,“Design of a hydrogen compression system with hazard prediction,”IEEEInternational Conference on Consumer Electronics, pp. 407-408, 2017.
    • Shih-Hung Yang*, Shih-Zhang Li, Ching-Fu Wang, Hsuan-Ho Chuang, Po-Chuan Chen, Wei-Chen Huang, You-Yin Chen, “Construction of Real-Time Brain Machine Interface with Non-Linear Dimension Reduction for Decoding Rat Forelimb Movement,”Global Conference on Biomedical Engineering, 2016.(Young Investigator Award)
    • Pei-Chi Chuang, Heng-Jie Wang, Shih-Hung Yang, You-Yin Chen, “Implementation of Dynamic Neural Network for Neural Decoding in Rat Forelimb Trajectory,”Global Conference on Biomedical Engineering, 2016.(The 3rd place poster paper award)
    • Heng-Jie Wang, Ching-Fu Wang, Pei-Han Liao, Yi-Wei Chien, Shih-Hung Yang and You-Yin Chen, “Implementation of Closed-Loop Deep Brain Stimulation with Hardware/Software Co-design: Enhancement of Cognitive Neurobehavior,” Annual Symposium on Biomedical Engineering and Technology, 2015. (Best Paper)
    • Yon-Ping Chen*, Hao-Chien Tseng, Shih-Hung Yang, and Chi-Yang Huang, “Non-Negative Based Sparse Representation for MobileDevice Based Face Recognition System,” Proceedings of 2015 International Automatic Control Conference (CACS), pp. 106-111, 2015.
  • 鄧翔之、林育勳、楊世宏,利用Matlab配合工業機器人實現製造流程之監控,2014 MATLAB & Simulink Tech Forum and Expo,2014。
  • 邱繼毅、楊世宏,以Matlab實現單攝影機預防近視之護眼裝置,2014 MATLAB & Simulink Tech Forum and Expo,2014。
  • 鄧翔之、林育勳、楊世宏,以行動裝置實現機器手臂控制於監控之應用,中國機械工程學會第31屆全國學術研討會暨103年度年會,2014。
  • 邱繼毅、楊世宏,預防低頭族長時使用行動裝置之提醒系統,中國機械工程學會第31屆全國學術研討會暨103年度年會,2014。
    • Shih-Hung Yang*,Wenlong Zhang, YizouWang,and Masayoshi Tomizuka, “Fall-prediction algorithm using a neural network for safety enhancement of elderly,” InternationalAutomatic Control Conference, pp.245-249, 2013. (Best Paper in Application Nomination)
    • Shih-Hung Yang*and Yon-Ping Chen, “Symbiotic neuron evolution of a neural-network-aided grey model for time series prediction,” Fuzzy Systems (FUZZ), 2011 IEEE International Conference on, pp. 195-201, 2011.
    • Shih-Hung Yang*, Chung-Hsien Chou, Wen-Pang Pai, Tse-Han Liu, Yung-Sheng Chang, Jung-Che Li and Huan-Chan Ting, and Yon-Ping Chen, “Grey neural network-based forecasting system for vision-guided robot trajectory tracking,” Int.Conf.on Control, Automation and Systems, pp. 1512-1517, 2011.
    • Shih-Hung Yang*, Jung-Che Li,and Yon-Ping Chen, “Integration of grey model and neural network for robotic application,” Proc.of the 37th Annual Conf.of the IEEE Industrial Electronics Society, IECON11, pp. 2307-2312,2011.

 

專書

  • 楊世宏,Neural Network with Evolutionary Structure Learning and Its Prediction Application,博士論文,國立交通大學,2012。
  • 楊世宏,Design of Integrated GPS/INS/GIS for a Real-Time Vehicle Navigation System,碩士論文,國立交通大學,2004。