出版時間:2001-10-1 出版社:清華大學出版社 作者:Simon Haykin 頁數(shù):844
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內(nèi)容概要
本書詳細分析了最知名的人工神經(jīng)網(wǎng)絡(ANN)模型,對它們進行了富有成果的比較,尤其注意從系統(tǒng)論和統(tǒng)計學的角度分析問題。
書籍目錄
1,Introduction
2,Learning processes
3,single layer perceptrons
4,Multiayer perceptrons
5,Redial-Basis function networks
6,support vector machines
7,committee machines
8,principal components Analysis
9,self-organizing maps
10,information-theoretic models
11,stochastic machines and their approximates rooted in statistical mechanics
12,Neurodynamic programming
13,Temporal processing using feedforward networks
14,neurodynamics
15,Dynamically driven recurrent networks
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