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Titlebook: Neural Networks and Soft Computing; Proceedings of the S Leszek Rutkowski,Janusz Kacprzyk Conference proceedings 2003 Physica-Verlag Heidel

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On the Node Complexity of Threshold Gate Circuits with Sub-linear Fan-inshe (relative) minimums of . are obtained for sub-linear . (Δ < . − log.). The fact that .-optimal solutions have sub-linear . is encouraging, as the . and the . of VLSI implementations are related to the . of the gates.
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Conference proceedings 2003, Amari, Batyrshin, Hirota, Koczy, Kosinski, Novák, S.-Y. Lee, Pedrycz, Raudys, Setiono, Sincak, Strumillo, Takagi, Usui, Wilamowski and Zurada. An excellent overview of soft computing methods and their applications. .
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1867-5662 scientists, such as Zadeh, Bubnicki, Pawlak, Amari, Batyrshin, Hirota, Koczy, Kosinski, Novák, S.-Y. Lee, Pedrycz, Raudys, Setiono, Sincak, Strumillo, Takagi, Usui, Wilamowski and Zurada. An excellent overview of soft computing methods and their applications. .978-3-7908-0005-0978-3-7908-1902-1Series ISSN 1867-5662 Series E-ISSN 1867-5670
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Conference proceedings 2003ation, knowledge discovery, rough sets, and hybrid methods. It also covers various applications of soft computing techniques in economics, mechanics, medicine, automatics and image processing. The book contains contributions from internationally recognized scientists, such as Zadeh, Bubnicki, Pawlak
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Independent Component Analysis for Simultaneous Active Noise Canceling and Blind Signal Separation), which assumes statistical-independence among acoustic sources. The ICA-based active noise canceling utilizes higher-order statistics, and outperforms the standard least-meansquare (LMS) algorithm with quadratic statistics in real-world applications.
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Radial Basis Function Neural Networks: Theory and Applications constructive method incorporating orthogonalisation of RBF kernels. Numerous, successful RBF networks applications in diverse fields such as signal modelling, non-linear time series prediction, identification of dynamic systems, pattern recognition, and knowledge discovery are outlined.
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Decision Algorithms, Bayes’ Theorem and Flow Graphse total probability theorem and Bayes’ theorem. This leads to a new class of flow networks, unlike to those introduced by Ford and Fulkerson. Interpretation of flow graphs as a kind of neural network is briefly discussed.
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