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题名: The multi-weight neuron with geometry algorithm and its application
作者: Wenming, C;  Tiancheng, H
发表日期: 2008
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.
刊名: CHINESE JOURNAL OF ELECTRONICS
专题: 中国科学院半导体研究所(2009年前)_期刊论文

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推荐引用方式:
Wenming, C ; Tiancheng, H .The multi-weight neuron with geometry algorithm and its application ,CHINESE JOURNAL OF ELECTRONICS,2008 ,17(2): 261-264
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