The multi-weight neuron with geometry algorithm and its application

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	The multi-weight neuron with geometry algorithm and its application
	Wenming, C ; Tiancheng, H
刊名	chinese journal of electronics
	2008
卷号	17 期号:2 页码:261-264
关键词	multi-weight neuron geometry algorithm GSVM model speech emotion recognition
ISSN号	1022-4653
通讯作者	wenming, c, shenzhen univ, key lab intelligent processing, shenzhen 518060, peoples r china.
中文摘要	a novel approach for multi-dimension signals processing, that is multi-weight neural network based on high dimensional geometry theory, is proposed. with this theory, the geometry algorithm for building the multi-weight neuron is mentioned. to illustrate the advantage of the novel approach, a chinese speech emotion recognition experiment has been done. from this experiment, the human emotions are classified into 6 archetypal classes: fear, anger, happiness, sadness, surprise and disgust. and the amplitude, pitch frequency and formant are used as the feature parameters for speech emotion recognition. compared with traditional gsvm model, the new method has its superiority. it is noted that this method has significant values for researches and applications henceforth.
学科主题	人工智能
收录类别	SCI
语种	英语
公开日期	2010-03-08
内容类型	期刊论文
源URL	[http://ir.semi.ac.cn/handle/172111/6736]
专题	半导体研究所_中国科学院半导体研究所（2009年前）
推荐引用方式 GB/T 7714	Wenming, C,Tiancheng, H. The multi-weight neuron with geometry algorithm and its application[J]. chinese journal of electronics,2008,17(2):261-264.
APA	Wenming, C,&Tiancheng, H.(2008).The multi-weight neuron with geometry algorithm and its application.chinese journal of electronics,17(2),261-264.
MLA	Wenming, C,et al."The multi-weight neuron with geometry algorithm and its application".chinese journal of electronics 17.2(2008):261-264.