Neural networks : a comprehensive foundation / Simon Haykin
Material type:
TextPublication details: New Delhi : Prentice Hall, 2005Edition: 2nd edDescription: 842 p. : ill. ; 23 cmISBN: - 8178083000
- 006.32 HAN
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KU Central Library | Rack No. : 09 Shelve No. : A-01 | General Stack (Issuable Books) | 006.32 HAN 2005 (Browse shelf(Opens below)) | C-3 (I) | Available | 54935 | ||
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KU Central Library | Rack No. : 30 Shelve No. : A-05 | Reference Section (Non-Issuable Books) | 006.32 HAN 2005 (Browse shelf(Opens below)) | C-1 (NI) | Checked out | 02/02/2025 | 28109 | |
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KU Central Library | Rack No. : 102 Shelve No. : A-02 | Reference Section (Non-Issuable Books) | 006.32 HAN 2005 (Browse shelf(Opens below)) | C-2 (NI) | Not For Loan | 54533 |
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| 006.32 HAN 2005 Neural networks : a comprehensive foundation / | 621.042 ELP 1984 Practical ideas for the design, operation, and maintenance of plant energy systems / | 621.317 GRP 1994 Power system analysis / | 621.317 OGM 2015 Modern control engineering / |
Includes index and Bibliography.
Introduction
Learning process
Single Layer Perceptrons
Multilayer Perceptrons
Radial-Basis Function Networks
Generalized Radial-Basis Function Networks
Support Vector Machines for Nonlinear Regression
Committee Machines
Computer Experiment
Principal Components Analysis
Self-Organizing Maps
Information-Theoretic Models
Stochastic Machines And Their Approximates Rooted In Statistical Mechanics
Neurodynamic Programming
Temporal Processing Using Feedforward Networks
Neurodynamics
Dynamically Driven Recurrent Networks
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