頁籤選單縮合
題 名 | Training Algorithm of Uniform Parzen Window Neural Networks |
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作 者 | Hsiao,Chao-yin; Hsieh,Shan-hung; | 書刊名 | Asian Journal of Control |
卷 期 | 1:3 1999.09[民88.09] |
頁 次 | 頁178-187 |
分類號 | 448.94 |
關鍵詞 | Uniform parzen window; Neural network; Pattern generator; |
語 文 | 英文(English) |
英文摘要 | In this article, we propose a uniform Parzen window neural network, and introduce the configuration of the neural network, methods for decision boundary determination, and forward training algorithms. For the neural network, we adopt the uniform distributed Parzen window density function to construct the nodes of the hidden layer, and the union function for the output nodes. We also design a pattern generator algorithm to create artificial pattern data, which can be used for simulation, performance evaluation, and neural network optimization. |
本系統中英文摘要資訊取自各篇刊載內容。