Discrete neural computation : a theoretical foundation / Kai-Yeung Siu, Vwani Roychowdhury, Thomas Kailath.
By: Siu, Kai-Yeung [aut]
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Contributor(s): Roychowdhury, Vwani P [aut] | Kailath, Thomas [aut].
Series: Prentice Hall information and system sciences series.Englewood Cliffs, N.J. : Prentice Hall PTR, ©1995Edition: First edition.Description: xxiv, 407 pages : illustration., 25 cm.Content type: txt Media type: n Carrier type: ncISBN: 0133007081.Subject(s): Neural computers | Computadoras neuronales | Neural networks (computer science) | Redes neuronales (informática) | Artificial Intelligence | Inteligencia artificialDDC classification: 006.3 / | Item type | Current location | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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Libros
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Biblioteca Central | General | 006.3 / S623d (Browse shelf) | Ej: 1 | Available | 900000014781 |
Includes bibliographical references (p. 389-399) and index.
Introduction -- Aspect of Neural Computation -- Concepts in Discrete Neural Computation -- Complexity Issues in Discrete Neural Computation -- Linear Threshold Element -- Computing Symmetric functions -- Depht-Efficent Arithmetic Circuits -- Depth/Size trade-offs -- Computing with Small Weights -- Geometric Framework and Spectral Analysis -- Limitations of AND-OR circuits -- Hopfield Netwoork --
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