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《Acta Optica Sinica》 1996-10
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Study on Binary Interconnection Weight ofa Cascaded Neural Network for Pattern Recognition System

Li Yuhua Sun Ying Shen Jinyuan Zhang Yanxin (Institute of Modern Optics, Nankai University, Tianjin 300071)  
In this paper, based on the increment algorithm, the clipping learning method and Monto Carlo algorithm were used in optimization of a cascaded neural network. As a result, binary interconnection weights were obtained. The error tolerance of the neural network was tested by non learning sets. Computer simulation indicated that the results were satisfactory.
【Fund】: 国家自然科学基金和攀登计划所资助
【CateGory Index】: TP183
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Chinese Journal Full-text Database 3 Hits
1 WT5BZ]ZHANG Yan xin, ZHAI Hong chen, SHEN Jin yuan, SUN Jie, LIU Yue, CHEN Shu [WT5”BZ](Institute of Modern Optics,Nankai University,Opto electronic Information Science and Technology Laboratory,EMC,Tianjin 300071)[WT5”HZ];Opto electronic Hybrid Parallel Computing Based on a Single LCD[J];Journal of Optoelectronics.laser;2000-01
2 Shen Jinyuan Liu Yue Cheng Shu Guo Pengyi Zhang Yanxin (Institute of Modern Optics, Nankai University, Optical Information Technical Science Lab, Education Ministry of China, Tianjin 300071);The Option Methods Used in Cascaded Neural Network Model for Recognizing 3-D Targets[J];Acta Optica Sinica;2001-01
3 Li Yuhua Zhang Yimo Liu Wenyao Liu Xijiu Dong Shihong(College of Optoelectronic and Precision Instrument Tianjin University Tianjin 300072);Real time Multi target Classification of the Cascaded Neural Network and Its Opto electric Hybrid Implementation[J];Chinese Journal of Scientific Instrument;1999-05
Chinese Journal Full-text Database 1 Hits
1 Sun Ying;Li Yuhua;Zhang Yanxin;Mu Guoguang (Institute of Modern Optics, Nankai University, Tianjin 300071,China );IMPROVEMENT OF THE PERFORMANCE OF A NEURAL NETWORK BASED ON TARGET EDGE ENHANCEMENT[J];JOURNAL OF INFRARED AND MILLIMETER WAVES;1995-01
【Secondary References】
Chinese Journal Full-text Database 5 Hits
1 XU Ting-fa, SONG Jian-zhong (Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Science, Changchun130022, China);Robust gray image target recognition base on multi-channel Gabor wavelet filters[J];Optical Technique;2004-02
2 Chen Shu~1 Zhang Yanxin~21 Shanhai Institute of Optics and Fine Mechanics, The Chinese Academy of Sciences, Shanghai 2018002 Institute of Modern Optics, Nankai University, Tianjin 300071;Simulation on the Errors of Three Opto-Electronic Hybrid Neural Networks Induced by Diffraction[J];Acta Optica Sinica;2006-03
3 HUANG Li-hong(Electronic & Information Engineering Department,Putian University,Putian 351100,China);The Visual System of Household Robot Based on Opto-electric Hybrid System[J];Journal of Putian University;2004-03
4 LIU Zheng, SUN Jun, SHAO Jian-long (Kunming University of Science and Technology, Kunming, Yunnan\ 650224,China);Study of the Construction Safety Risk Source Recognition Database Based on the Virtual Reality Technology[J];Construction Technology;2004-12
5 HE Zhi-yong1,YIN Qian2(1.College of Information Science and Technology,Hunan Agricultural University,Changsha 410128,China;2.College of Information Science and Technology,Beijing Normal University,Beijing 100875,China);Cascade software reliability model based on neural network[J];Computer Engineering and Design;2009-14
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