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2009 Fifth International Conference on Natural Computation
A Neural Network Model for Chinese Character Perception
Tianjian, China
August 14-August 16
ISBN: 978-0-7695-3736-8
ASCII Text
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Jiawei Chen, Yan Liu, Qinghua Chen, Liujun Chen, Fukang Fang, "A Neural Network Model for Chinese Character Perception," 2013 International Conference on Computing, Networking and Communications (ICNC), vol. 2, pp. 319-323, 2009 Fifth International Conference on Natural Computation, 2009.
 
 
BibTex
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@article{ 10.1109/ICNC.2009.309,
author = {Jiawei Chen and Yan Liu and Qinghua Chen and Liujun Chen and Fukang Fang},
title = {A Neural Network Model for Chinese Character Perception},
journal ={2013 International Conference on Computing, Networking and Communications (ICNC)},
volume = {2},
year = {2009},
isbn = {978-0-7695-3736-8},
pages = {319-323},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICNC.2009.309},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - 2013 International Conference on Computing, Networking and Communications (ICNC)
TI - A Neural Network Model for Chinese Character Perception
SN - 978-0-7695-3736-8
SP319
EP323
A1 - Jiawei Chen,
A1 - Yan Liu,
A1 - Qinghua Chen,
A1 - Liujun Chen,
A1 - Fukang Fang,
PY - 2009
KW - perceptual mode; neural network; emergence
VL - 2
JA - 2013 International Conference on Computing, Networking and Communications (ICNC)
ER -
 
As we know, there is a debate on the mode of visual perception for a long time, that is, does the visual system acquire percept from local to global or from global to local. A three-layer perceptual model with function of signal decomposition and integration is developed, and Chinese character grapheme is chosen to train the model. The model is trained under different initial conditions and simulation results show that both of the perceptual modes may exist with different probability which is determined by the differentiation state of the neurons, perceptual object and the environment. Under the framework of complexity theory, further analysis reveals that the emergence phenomena exist in both of the perceptual modes.
Index Terms:
perceptual mode; neural network; emergence
Citation:
Jiawei Chen, Yan Liu, Qinghua Chen, Liujun Chen, Fukang Fang, "A Neural Network Model for Chinese Character Perception," icnc, vol. 2, pp.319-323, 2009 Fifth International Conference on Natural Computation, 2009
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