skip to content
Neural networks : a comprehensive foundation Preview this item
ClosePreview this item
Checking...

Neural networks : a comprehensive foundation

Author: Simon S Haykin
Publisher: Upper Saddle River, N.J. : Prentice Hall, ©1999.
Edition/Format:  Print book : English : 2nd edView all editions and formats
Summary:

Introducing students to the many facets of neural networks, this text provides many case studies to illustrate their real-life, practical applications.
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Additional Physical Format: Online version:
Haykin, Simon S., 1931-
Neural networks.
Upper Saddle River, N.J. : Prentice Hall, ©1999
(OCoLC)767546880
Document Type: Book
All Authors / Contributors: Simon S Haykin
ISBN: 0132733501 9780132733502 0139083855 9780139083853
OCLC Number: 38908586
Description: xxi, 842 pages : illustrations ; 25 cm
Contents: 1. Introduction --
2. Learning Processes --
3. Single Layer Perceptrons --
4. Multilayer Perceptrons --
5. Radial-Basis Function Networks --
6. Support Vector Machines --
7. Committee Machines --
8. Principal Components Analysis --
9. Self-Organizing Maps --
10. Information-Theoretic Models --
11. Stochastic Machines And Their Approximates Rooted in Statistical Mechanics --
12. Neurodynamic Programming --
13. Temporal Processing Using Feedforward Networks --
14. Neurodynamics --
15. Dynamically Driven Recurrent Networks.
Responsibility: Simon Haykin.

Reviews

User-contributed reviews

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/38908586> # Neural networks : a comprehensive foundation
    a schema:CreativeWork, schema:Book ;
    library:oclcnum "38908586" ;
    library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/797338485#Place/upper_saddle_river_n_j> ; # Upper Saddle River, N.J.
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/nju> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/reseaux_neuronaux_informatique> ; # Réseaux neuronaux (Informatique)
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/neural_networks_computer_science> ; # Neural networks (Computer science)
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/neural_nets> ; # NEURAL NETS
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/neurale_netwerken> ; # Neurale netwerken
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/neuronales_netz> ; # Neuronales Netz
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/inteligencia_artificial> ; # Inteligência artificial
    schema:about <http://dewey.info/class/006.32/e21/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/computer_networks> ; # COMPUTER NETWORKS
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/associative_processing_computers> ; # ASSOCIATIVE PROCESSING (COMPUTERS)
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/redes_neurais> ; # Redes neurais
    schema:about <http://experiment.worldcat.org/entity/work/data/797338485#Topic/artificial_intelligence> ; # ARTIFICIAL INTELLIGENCE
    schema:bookEdition "2nd ed." ;
    schema:bookFormat bgn:PrintBook ;
    schema:copyrightYear "1999" ;
    schema:creator <http://viaf.org/viaf/85166646> ; # Simon S. Haykin
    schema:datePublished "1999" ;
    schema:description "1. Introduction -- 2. Learning Processes -- 3. Single Layer Perceptrons -- 4. Multilayer Perceptrons -- 5. Radial-Basis Function Networks -- 6. Support Vector Machines -- 7. Committee Machines -- 8. Principal Components Analysis -- 9. Self-Organizing Maps -- 10. Information-Theoretic Models -- 11. Stochastic Machines And Their Approximates Rooted in Statistical Mechanics -- 12. Neurodynamic Programming -- 13. Temporal Processing Using Feedforward Networks -- 14. Neurodynamics -- 15. Dynamically Driven Recurrent Networks."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/797338485> ;
    schema:inLanguage "en" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/767546880> ;
    schema:name "Neural networks : a comprehensive foundation"@en ;
    schema:productID "38908586" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/38908586#PublicationEvent/upper_saddle_river_n_j_prentice_hall_1999> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/797338485#Agent/prentice_hall> ; # Prentice Hall
    schema:workExample <http://worldcat.org/isbn/9780132733502> ;
    schema:workExample <http://worldcat.org/isbn/9780139083853> ;
    umbel:isLike <http://bnb.data.bl.uk/id/resource/GB9859240> ;
    umbel:isLike <http://bnb.data.bl.uk/id/resource/GB9967016> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/38908586> ;
    .

Related Entities

<http://experiment.worldcat.org/entity/work/data/797338485#Agent/prentice_hall> # Prentice Hall
    a bgn:Agent ;
    schema:name "Prentice Hall" ;
    .

<http://experiment.worldcat.org/entity/work/data/797338485#Place/upper_saddle_river_n_j> # Upper Saddle River, N.J.
    a schema:Place ;
    schema:name "Upper Saddle River, N.J." ;
    .

<http://experiment.worldcat.org/entity/work/data/797338485#Topic/artificial_intelligence> # ARTIFICIAL INTELLIGENCE
    a schema:Intangible ;
    schema:name "ARTIFICIAL INTELLIGENCE"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/797338485#Topic/associative_processing_computers> # ASSOCIATIVE PROCESSING (COMPUTERS)
    a schema:Intangible ;
    schema:name "ASSOCIATIVE PROCESSING (COMPUTERS)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/797338485#Topic/computer_networks> # COMPUTER NETWORKS
    a schema:Intangible ;
    schema:name "COMPUTER NETWORKS"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/797338485#Topic/inteligencia_artificial> # Inteligência artificial
    a schema:Intangible ;
    schema:name "Inteligência artificial"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/797338485#Topic/neural_networks_computer_science> # Neural networks (Computer science)
    a schema:Intangible ;
    schema:name "Neural networks (Computer science)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/797338485#Topic/neurale_netwerken> # Neurale netwerken
    a schema:Intangible ;
    schema:name "Neurale netwerken"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/797338485#Topic/reseaux_neuronaux_informatique> # Réseaux neuronaux (Informatique)
    a schema:Intangible ;
    schema:name "Réseaux neuronaux (Informatique)"@fr ;
    .

<http://viaf.org/viaf/85166646> # Simon S. Haykin
    a schema:Person ;
    schema:birthDate "1931" ;
    schema:familyName "Haykin" ;
    schema:givenName "Simon S." ;
    schema:name "Simon S. Haykin" ;
    .

<http://worldcat.org/isbn/9780132733502>
    a schema:ProductModel ;
    schema:isbn "0132733501" ;
    schema:isbn "9780132733502" ;
    .

<http://worldcat.org/isbn/9780139083853>
    a schema:ProductModel ;
    schema:isbn "0139083855" ;
    schema:isbn "9780139083853" ;
    .

<http://www.worldcat.org/oclc/767546880>
    a schema:CreativeWork ;
    rdfs:label "Neural networks." ;
    schema:description "Online version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/38908586> ; # Neural networks : a comprehensive foundation
    .

Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.

Cancel Forgot your password?