Terug Terug

An Introduction to Neural Networks

Name: An Introduction to Neural Networks
Author: James A. Anderson

Auteur: James A. Anderson

Taal: Engels

Afbeeldingen

Artikel vergelijken

Vergelijk met andere artikelen

Bekijk nu

Auteur: James A. Anderson Anderson / Rca

Engels
Paperback
9780262510813
16 maart 1995
672 pagina's

Alle productspecificaties

Samenvatting

An Introduction to Neural Networks falls into a new ecological niche for texts. Based on notes that have been class-tested for more than a decade, it is aimed at cognitive science and neuroscience students who need to understand brain function in terms of computational modeling, and at engineers who want to go beyond formal algorithms to applications and computing strategies. It is the only current text to approach networks from a broad neuroscience and cognitive science perspective, with an emphasis on the biology and psychology behind the assumptions of the models, as well as on what the models might be used for. It describes the mathematical and computational tools needed and provides an account of the author's own ideas. Students learn how to teach arithmetic to a neural network and get a short course on linear associative memory and adaptive maps. They are introduced to the author's brain-state-in-a-box (BSB) model and are provided with some of the neurobiological background necessary for a firm grasp of the general subject. The field now known as neural networks has split in recent years into two major groups, mirrored in the texts that are currently available: the engineers who are primarily interested in practical applications of the new adaptive, parallel computing technology, and the cognitive scientists and neuroscientists who are interested in scientific applications. As the gap between these two groups widens, Anderson notes that the academics have tended to drift off into irrelevant, often excessively abstract research while the engineers have lost contact with the source of ideas in the field. Neuroscience, he points out, provides a rich and valuable source of ideas about data representation and setting up the data representation is the major part of neural network programming. Both cognitive science and neuroscience give insights into how this can be done effectively: cognitive science suggests what to compute and neuroscience suggests how to compute it.

Productspecificaties

Inhoud

Taal: en
Bindwijze: Paperback
Oorspronkelijke releasedatum: 16 maart 1995
Aantal pagina's: 672
Illustraties: Nee

Betrokkenen

Hoofdauteur: James A. Anderson
Tweede Auteur: Anderson / Rca
Hoofduitgeverij: Mit Press Ltd

Overige kenmerken

Extra groot lettertype: Nee
Verpakking breedte: 203 mm
Verpakking hoogte: 33 mm
Verpakking lengte: 254 mm
Verpakkingsgewicht: 1406 g

EAN

EAN: 9780262510813

Je vindt dit artikel in

Categorieën: Wetenschap & Natuur

Computers & Informatica

Psychologie

Computertechnologie

Cognitieve psychologie

Biologie

Kunstmatige intelligentie

Hersenen

Neurale netwerken & fuzzy systemen

Boeken
Beschikbaarheid: Leverbaar
Taal: Engels
Boek, ebook of luisterboek?: Boek
Studieboek of algemeen: Algemene boeken

Reviews

Nog geen reviews

Hoe controleren en plaatsen wij reviews? Hoe controleren en plaatsen wij reviews?

Negatief, positief, neutraal: we zetten een review altijd online. We controleren wel eerst of ’ie voldoet aan onze reviewvoorwaarden en niet nep is. We controleren ook of ’ie is geschreven door iemand die het artikel heeft gekocht via bol.com en zetten dit er dan bij. De controles gebeuren automatisch, al kijken er soms mensen mee. Bol.com betaalt niet voor reviews. Als een reviewer door een andere partij is vergoed, staat dit in de review zelf.