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The Computational Capabilities of Neural Networks.

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F01%3A06010033" target="_blank" >RIV/67985807:_____/01:06010033 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    The Computational Capabilities of Neural Networks.

  • Original language description

    We survey and summarize the existing literature on the computational aspects of neural network models, by presenting a detailed taxonomy of the various models according to their computational characteristics. The criteria of classification include e.g. the architecture of the network, time model, state type, weight constraints, network size, computation type, etc. The underlying results concerning the computational power of perceptron, RBF, winner-take-all, and spiking neural networks are briefly surveyed.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BA - General mathematics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/LN00A056" target="_blank" >LN00A056: Institute of Theoretical Computer Science (Center of Young Science)</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2001

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Artificial Neural Nets and Genetic Algorithms. Proceedings of the International conference.

  • ISBN

    3-211-83651-9

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    22-26

  • Publisher name

    Springer

  • Place of publication

    Wien

  • Event location

    Praha [CZ]

  • Event date

    Apr 22, 2001

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article