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Computer based training on neural nets : basics, development, and practice

Author: Richard Lackes; Dagmar Mack
Publisher: Berlin : Springer, 1998.
Edition/Format:   Print book : CD for computer   Computer File : EnglishView all editions and formats
Database:WorldCat
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Material Type: Internet resource
Document Type: Book, Computer File, Internet Resource
All Authors / Contributors: Richard Lackes; Dagmar Mack
ISBN: 3540146601 9783540146605
OCLC Number: 40300967
Notes: Title from disc label.
Description: 1 computer optical disc ; 4 3/4 in.
Details: System requirements: 486 DX2/66 minimum (Pentium recommended); 8MB RAM (16MB RAM recommended); SVGA graphics card with 1MB RAM; 256 colors (32K colors recommended); 640 x 480 resolution; 20-40MB hard drive space (depending on installation type); CD-ROM drive (x2 speed minimum); MS-compatible mouse; Windows 3.1 or Windows 95.
Contents: I. History of Neural Nets.- Pioneers, Breakthroughs and Setbacks of Neural Nets over the Years.- II. Basic Elements of Neural Nets.- Feedforward Neural Nets - The Perceptron.- Backpropagation.- Hopfield Nets.- III. The Way Neural Nets Work.- Interactive Neural Network.- Testing and Decision Problems.- IV. Main Net Topolgies.- V. Applications of Neural Nets.- Staff Employment Planning.- Material Requirement Planning.- Credit Scoring.
Responsibility: Richard Lackes, Dagmar Mack.

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