top of page
此網站是使用
.com
網站幫手設計的。立即用來製作您的網站吧！立即開始

Publications

期刊論文​

​        附註：Impact factor (IF)與排名採記發表當年度資料。

  1. Han-Lin Wang, Yun-Ting Kuo, Yu-Chun Lo, Chao-Hung Kuo, Bo-Wei Chen, Ching-Fu Wang, Zu-Yu Wu, Chi-En Lee1, Shih-Hung Yang*, Sheng-Huang Lin, Po-Chuan Chen, You-Yin Chen*, "Enhancing Prediction of Forelimb Movement Trajectory through a Calibrating-Feedback Paradigm Incorporating Rat Primary Motor and Agranular Cortical Ensemble Activity in the Goal-Directed Reaching Task," International Journal of Neural Systems, Accepted, 2023.
    本人為共同通訊作者，IF=8，排名25/145 = 17.24%，Computer Science, Artificial Intelligence

  2. Bo-Wei Chen†, Shih-Hung Yang†, Chao-Hung Kuo, Jia-Wei Chen, Yu-Chun Lo, Yun-Ting Kuo, Yi-Chen Lin, Hao-Cheng Chang, Sheng-Huang Lin, and Xiao Yu, Boyi Qu, Shuan-Chu Vina Ro, Hsin-Yi Lai, and You-Yin Chen*, “Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior,” International Journal of Neural Systems, vol. 32, no. 9, pp. 2250038-2250062, 2022.
    本人與第一作者相同貢獻†，IF=6.325，排名36/145=24.83%，國際合作

  3. 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, vol. 13, pp. 1-12, 2022.
    IF=4.003，排名72/208=34.62%，被引用1次，國際合作

  4. Shih-Hung Yang*, Yao-Mao Cheng, Jyun-We Huang, and Yon-Ping Chen, “RFaNet: Receptive Field-Aware Network with Finger Attention for Fingerspelling Recognition Using a Depth Sensor,” Mathematics, vol. 9, no. 21, pp. 2815-2836, 2021.
    本人為第一作者，IF=2.592，排名21/333=6.31%，被引用2次

  5. 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*, “An Instrumented Glove-Controlled Portable Hand-Exoskeleton for Bilateral Hand Training in Rehabilitation Program,” Biosensors, vol. 11, no. 495, pp. 1-12, 2021.
    本人為第一作者，IF=5.743，排名8/64=12.5%，被引用3次

  6. Shih-Hung Yang, Jyun-We Huang, Chun-Jui Huang, Po-Hsiung Chiu, Hsin-Yi Lai, and You-Yin Chen, “Selection of Essential Neural Activity Timesteps for Intracortical Brain–Computer Interface Based on Recurrent Neural Network,” Sensors, vol. 21, no. 19, pp. 6372-6388, 2021.
    本人為第一作者，IF=3.576，排名14/64=21.88%，被引用1次，國際合作

  7. Shih-Hung Yang*, Wei-Ren Chen, Wun-Jhu Huang, and Yon-Ping Chen, “DDaNet: Dual-Path Depth-Aware Attention Network for Fingerspelling Recognition Using RGB-D Images,” IEEE Access, vol. 9, pp. 7306-7322, 2021.
    本人為第一作者、通訊作者，IF=3.745，排名35/156=22.44%，被引用6次

  8. 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.
    IF=5.505，排名63/273=23.08%，被引用1次

  9. 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, vol. 31, pp. 1-16, 2020.
    IF=5.568，排名7/78=8.97%，被引用3次

  10. 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, vol. 30, no. 9, pp. 1-15, 2020.
    IF=5.604，排名18/137=13.14%，被引用1次，國際合作

  11. 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.
    本人為共同通訊作者，IF=2.645，排名29/71=40.85%，被引用1次

  12. 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. 65-84, 2020.
    IF=3.056，排名135/271=49.82%，被引用2次

  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, vol. 13, pp. 1-11, 2019.
    IF=3.707，排名96/271=35.42%，被引用3次

  14. 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.
    IF=3.707，排名96/271=35.42%，被引用11次

  15. 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.
    本人為通訊作者，IF=2.645，排名29/71=40.85%，被引用29次

  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.
    本人為第一、通訊作者，IF=3.745，排名35/156=22.44%，被引用7次

  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, vol. 10, no. 3, pp. 672-683, 2017.
    本人為共同通訊作者，IF=6.565，排名17/204=8.33%，被引用10次，國際合作

  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, vol. 10, no. 556, pp. 1-10, 2016.
    本人為第一作者，IF=4.555，排名83/259=32.05%，被引用1次，國際合作

  19. 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.
    本人為第一、通訊作者，IF=1.634，排名37/115 =32.17%，被引用80次

  20. 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)

    研討會論文

  21. Yun-Ting Kuo, Shih-Hung Yang, Chin-Yu Chou, Hao-Cheng Chang, Kuan-Yu Chen, and You-Yin Chen*, “Improvement of stability in long-term motor decoding forelimb movement with a sequence imputation of temporal-based spike patterns,” IEEE Biomedical Circuits and Systems Conference (BioCAS), pp. 1-5, 2022.

  22. Hao-Tong Yang Yiko Chen, Poulomi Adhikari, Abdulmalik Obaid, Shih-Hung Yang, Yu-Wei Wu*, “Interactive dynamics of the sensorimotor cortices during dexterous forelimb movement in mice,” Ascona 2022 Neuronal Circuits Meeting, 2022.
    神經迴路領域的頂尖研討會

會議論文​

  1. Yu-Chuan Hung*, Yu-Hao Lan, You-Yin Chen, Shih-Hung Yang, "Using Deep Learning Method for Classifying EEG Motor Imagery Signals," The 15th International Confernce on Automation Technology , N/A , 2018-12. 長榮酒店.

  2. 徐雋航*、楊世宏, "兼具手指雙側訓練與日常生活輔助功能之手指外骨骼系統設計與製作," 中國機械工程學會第三十五屆全國學術研討會 , N/A , 2018-11. 中正大學.

  3. Chia-Jung Yeh, Yi-Ting Chou, Shih-Hung Yang, Yu-Chun Lo, Yu-Hao Lan, Chen-Yang Hsu, Kuan-Yu Chen, and You-Yin Chen*, "Cooperative Neural Decoding of Goal-directed Forelimb Movement with Internal Error Feedback Scheme from Rodent Motor Cortex," Global Conference on Biomedical Engineering, , N/A , 2018-11. 中原大學.

  4. 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 , NA , 2018-07. Honolulu.

  5. 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 , NA , 2018-07. Honolulu.

  6. 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 , NA , 2017-11. 中央大學.

  7. Yi Ting Chou, Henry Horng-Shing Lu, Hsin-Yi Lai, Jia-Yu Shin, Ssu-Ming Wang, Yi-Siang Syu, Shih-Hung Yang* and You-Yin Chen*, "ARTIFICIAL INTELLIGENCE USED TO DECODE MULTISCALE BRAIN SIGNALS FOR ROBUST BRAIN MACHINE INTERFACE," BME Annual Symposium , NA , 2017-11. 中央大學.

  8. Jian-Feng Tsai*, Yu-Cian Syu, Li-Pei Lin, and Shih-Hung Yang, "Design of a hydrogen compression system with hazard prediction," IEEE International Conference on Consumer Electronics , N/A , 2017-06. GIS TAIPEI TECH Convention Center.

  9. Oops!!資料異常，請聯絡系統管理員, "Construction of Real-Time Brain Machine Interface with Non-Linear Dimension Reduction for Decoding Rat Forelimb Movement," Global Conference on Biomedical Engineering , 1-4 , 2016-08. 陽明大學.

  10. 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 , 1-4 , 2016-08. 陽明大學.

  11. Yon-Ping Chen*, Hao-Chien Tseng, Shih-Hung Yang, and Chi-Yang Huang, "Non-Negative Based Sparse Representation for Mobile Device Based Face Recognition System," Proceedings of 2015 International Automatic Control Conference (CACS) , pp. 106-111 , 2015-11. Yilan.

  12. 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 , N/A(最佳論文獎) , 2015-11. 台北.

  13. 鄧翔之、林育勳、蕭肇殷、楊世宏*, "結合機器視覺與機器手臂控制於製程監控之應用," 中國機械工程學會第三十一屆全國學術研討會 , N/A , 2014-12. 人言大樓.

  14. 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三十一屆全國學術研討會 , N/A , 2014-12. 人言大樓.

  15. 吳宗叡、林育勳、鄧翔之、楊世宏, "利用深度影像於室內機器人避障之應用," WCE2014 民生電子研討會 , N/A , 2014-11. 台中.

  16. 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 , N/A , 2014-10. 新竹.

  17. 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 , N/A , 2014-10. 新竹.

  18. Shih-Hung Yang*, Wenlong Zhang, Yizou Wang, and Masayoshi Tomizuka, Fellow, IEEE, "Fall-Prediction Algorithm Using a Neural Network for Safety Enhancement of Elderly," Proc. of 2013 CACS Int. Automatic Control Conf. , pp. 245-249 , 2013-12. Sun Moon Lake, Taiwan.

  19. S. H. Yang, C. H. Chou, W. P. Pai, T. H. Liu, Y. S. Chang, J. C. Li, H. C. Ting, and Y. P. Chen*, "Grey neural network-based forecasting system for vision-guided robot trajectory tracking," Int. Conf. on Control, Automation and Systems , pp. 1512-1517 , 2012-10. ICC Jeju, Korea.

  20. S. H. Yang, J. C. Li and Y. P. Chen*, "Integration of grey model and neural network for robotic application," Proc. of the 37th Annual Conf. of the IEEE Industrial Electronics Society, IECON’11 , pp. 2307-2312 , 2011-11. Melbourne, Australia.

  21. S. H. Yang and Y. P. 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 , 2011-06. Taipei, Taiwan.

  22. S. H. Yang, C. Y. Ho and Y. P. Chen*, "Neural network based stereo matching algorithm utilizing vertical disparity," Proc. of the 36th Annual Conf. of the IEEE Industrial Electronics Society, IECON’10 , pp.1149-1154 , 2010-11. Glendale, AZ, USA.

  23. S. H. Yang and Y. P. Chen*, "Intelligent forecasting system based on grey model and neural network," IEEE/ASME Int. Conf. on Advanced Intelligent Mechatronics , pp. 699-704 , 2009-07. Singapore.

  24. S. H. Yang and Y. P. Chen*, "Evolution strategies-based learning control system," Proc. of 2007 CACS Int. Automatic Control Conf. , pp. 230-235 , 2007-11. Taichung, Taiwan.

專書論文

​作者群

​論文題目

出版單位

出版日期

頁數

楊世宏(作者)；

陳永平(指導教授)

Neural Network with Evolutionary Structure Learning and Its Prediction Application

交通大學

2011-12-01

118

bottom of page