Neural Nets and Chaotic Carriers develops rational principles for the design of associative memories, with a view to applying these principles to models with irregularly oscillatory operation so evident in biological neural systems, and necessitated by the meaninglessness of absolute signal levels. Design is based on the criterion that an associative memory must be able to cope with ''fading data'', i.e., to form an inference from the data even as its memory of that data degrades. The resultant net shows striking biological ...
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Neural Nets and Chaotic Carriers develops rational principles for the design of associative memories, with a view to applying these principles to models with irregularly oscillatory operation so evident in biological neural systems, and necessitated by the meaninglessness of absolute signal levels. Design is based on the criterion that an associative memory must be able to cope with ''fading data'', i.e., to form an inference from the data even as its memory of that data degrades. The resultant net shows striking biological parallels. When these principles are combined with the Freeman specification of a neural oscillator, some remarkable effects emerge. For example, the commonly-observed phenomenon of neuronal bursting appears, with gamma-range oscillation modulated by a low-frequency square-wave oscillation (the escapement ''oscillation''). Bridging studies and new results of artificial and biological neural networks, the book has a strong research character. It is, on the other hand, accessible to non-specialists for its concise exposition on the basics.
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Seller's Description:
Very Good. Size: 9x6x0; The Text Clean With No Highlight Remarks. 206 Pages With An Index. Textbook Binding. In Very Good Condition. Name Inscription At The Front End Paper, based on your address. -We can ship from USA and Canada. Specializing in academic, collectible and historically significant, providing the utmost quality and customer service satisfaction. For any questions feel free to email us.
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Seller's Description:
Fine. No dust jacket, as issued. Excellent as new condition, brand new copy. Slight bump on top rear cover, otherwise perfect. Wiley-Interscience series in systems and optimization. First printing. xi, 206 p. : ill. ; 24 cm. Includes bibliographical references (p. [197]-201) and index.
