Neural network learning and expert systems

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Bibliographic Details
Main Author: Gallant, Stephen I.
Format: eBook
Language: English
Published: Cambridge, Mass. : MIT Press, c1993.
Subjects:
Neural networks (Computer science)
Expert systems (Computer science)
elektronické knihy
electronic books
ISBN: 9780262273404
Physical Description: 1 online zdroj (xvi, 365 p.) : ill.

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Table of contents

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020 |a 9780262273404  |q (ebook) 
035 |a (OCoLC)43474728  |z (OCoLC)71799382  |z (OCoLC)507352200  |z (OCoLC)827304137 
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100 1 |a Gallant, Stephen I. 
245 1 0 |a Neural network learning and expert systems  |h [elektronický zdroj] /  |c Stephen I. Gallant. 
260 |a Cambridge, Mass. :  |b MIT Press,  |c c1993. 
300 |a 1 online zdroj (xvi, 365 p.) :  |b ill. 
500 |a "A Bradford Book." 
504 |a Includes bibliographical references (p. [349]-359) and index. 
505 0 0 |g 1.  |t Introduction and important definitions --  |g 2.  |t Representation issues --  |g 3.  |t Perceptron learning and the pocket algorithm --  |g 4.  |t Winner-take-all groups or linear machines --  |g 5.  |t Autoassociators and one-shot learning --  |g 6.  |t Mean squared error (MSE) algorithms --  |g 7.  |t Unsupervised learning --  |g 8.  |t The distributed method and radial basis functions --  |g 9.  |t Computational learning theory and the BRD algorithm --  |g 10.  |t Constructive algorithms --  |g 11.  |t Backpropagation --  |g 12.  |t Backpropagation : variations and applications --  |g 13.  |t Simulated annealing and boltzmann machines --  |g 14.  |t Expert systems and neural networks --  |g 15.  |t Details of the MACIE system --  |g 16.  |t Noise, redundancy, fault detection, and bayesian decision theory --  |g 17.  |t Extracting rules from networks. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Neural networks (Computer science) 
650 0 |a Expert systems (Computer science) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |a Gallant, Stephen I.  |t Neural network learning and expert systems.  |d Cambridge, Mass. : MIT Press, c1993  |z 0262071452  |w (DLC) 92020864  |w (OCoLC)26094686 
856 4 0 |u https://proxy.k.utb.cz/login?url=http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267393  |y Plný text 
992 |a BK  |c EBOOK-TN  |c MITPRESS 
999 |c 74687  |d 74687 

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