Neural networks : an introduction / B. Muller, J. Reinhardt.
By: Müller, Berndt
.
Contributor(s): Reinhardt, J. (Joachim).
Material type: 
BookSeries: Physics of neural networks.Publisher: Berlin ; New York : Springer-Verlag, 1991Edition: Corr. 2nd print.Description: xiii, 266 p. : ill. ; 24 cm. + 1 computer disk (5 1/4 in.).ISBN: 3540523804 ; 0387523804 .Subject(s): Neural networks (Computer science)DDC classification: 006.3
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|
| General Lending | MTU Bishopstown Library Store Item | 006.3 (Browse shelf(Opens below)) | 1 | Available | 00021873 |
Enhanced descriptions from Syndetics:
The concepts of neural-network models and techniques of parallel distributed processing are comprehensively presented in a three-step approach: - After a brief overview of the neural structure of the brain and the history of neural-network modeling, the reader is introduced to "neural" information processing, i.e. associative memory, perceptrons, feature-sensitive networks, learning strategies, and practical applications. - Part 2 covers more advanced subjects such as spin glasses, the mean-field theory of the Hopfield model, and the space of interactions in neural networks. - The self-contained final part discusses seven programs that provide practical demonstrations of neural-network models and their learning strategies. Ample opportunity is given to improve and modify the source codes. The software is included on a 5 1/4 inch MS DOS diskette and can be run using Borland's TURBO C 2.0 compiler, the Microsoft C compiler (5.0), or compatible compilers.
System requirements for computer disk: IBM AT or PS/2, or compatibles; DOS 3.2 or later; Borland Turbo C compiler (version 2.0) supported; CGA, EGA, or Hercules graphics adapter or compatibles..
The diskette for this book is damaged and is not available.
Includes bibliographical references (p. [250]-260) and index.