Download Handbook of Neural Computing Applications by Alianna J. Maren PDF

By Alianna J. Maren

ISBN-10: 0125460902

ISBN-13: 9780125460903

This e-book attracts at the event of every of the participants, and covers such issues as neural networks layout and improvement, cognitive technological know-how, neurophysiology, trend reputation, regulate thought, multiprocessor layout, and software program and platforms improvement. The functions which they deal with comprise robotics, avionics, desktop imaginative and prescient, multisource facts fusion, adaptive interfaces, and others

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The organization of behavior; Wiley, New York. J. (1982). "Neural networks and physical systems with emergent collective computational abilities," Proc. of the National Academy of Sciences, USA, 79, 2554-2558. , and Tank, D. (1986). "Computing with neural circuits: A model," Science, 233, 625-633. Hopfield, J. J. (May, 1984), "Neurons with graded response have collective computa­ tional properties like those of two-state neurons," Proc. Nat'l. Acad. Sci. USA, 81, 3088-3092. James, W. (1890). Psychology, Holt, New York, Chapter XVI, 253-279.

The result of simulated neural network systems may be context adjusted information which represents the most appropriate input. The major advantage to parallel systems is speed. Certain supercomputers, noted for their fast computational abilities, accomplish this speed by using parallel processors. Problems, which can be broken into separate subproblems, are handled by separate parallel processors and can be solved more quickly than when handled by serial computers. Animals, including humans, can solve some complex problems much faster than our fastest electronic computers.

1990). "Higher-ordered and intraconnected bidirectional associative memories," preprint. IEEE Trans, on Systems, Man, and Cybernetics, 637-653. P. and Desimone, R. (1988). "Behavioral neurophysiology: Insights into seeing and grasping," Science, 242, p. 736-741. NEURAL NETWORK STRUCTURES: FORM FOLLOWS FUNCTION Alianna J. 0 OVERVIEW The primary method used to accomplish different tasks using neural networks is to develop the appropriate structures. Throughout this chapter, network structure is related to network function.

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Handbook of Neural Computing Applications by Alianna J. Maren


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