Thursday, December 18, 2014



Soy un nuevo usuario

Olvidé mi contraseña

Entrada usuarios

Lógica Matemáticas Astronomía y Astrofísica Física Química Ciencias de la Vida
Ciencias de la Tierra y Espacio Ciencias Agrarias Ciencias Médicas Ciencias Tecnológicas Antropología Demografía
Ciencias Económicas Geografía Historia Ciencias Jurídicas y Derecho Lingüística Pedagogía
Ciencia Política Psicología Artes y Letras Sociología Ética Filosofía

Neural computation of arithmetic functions

1) La descarga del recurso depende de la página de origen
2) Para poder descargar el recurso, es necesario ser usuario
    registrado en Universia

  Descargar recurso   Descargar recurso

Detalles del recurso

Pertenece a: Caltech Authors  

Descripción: A neuron is modeled as a linear threshold gate, and the network architecture considered is the layered feedforward network. It is shown how common arithmetic functions such as multiplication and sorting can be efficiently computed in a shallow neural network. Some known results are improved by showing that the product of two n-bit numbers and sorting of n n-bit numbers can be computed by a polynomial-size neural network using only four and five unit delays, respectively. Moreover, the weights of each threshold element in the neural networks require O(log n)-bit (instead of n -bit) accuracy. These results can be extended to more complicated functions such as multiple products, division, rational functions, and approximation of analytic functions.

Autor(es): Siu, Kai -  Yeung -  Bruck, Jehoshua - 

Id.: 55239732

Versión: 1.0

Estado: Final

Tipo:  application/pdf -  image/png - 

Tipo de recurso: Article  -  PeerReviewed  - 

Tipo de Interactividad: Expositivo

Nivel de Interactividad: muy bajo

Audiencia: Estudiante  -  Profesor  -  Autor  - 

Estructura: Atomic

Coste: no

Copyright: sí

Formatos:  application/pdf -  image/png - 

Requerimientos técnicos:  Browser: Any - 

Relación: [References]

Fecha de contribución: 27-dic-2012


* Siu, Kai-Yeung and Bruck, Jehoshua (1990) Neural computation of arithmetic functions. Proceedings of the IEEE, 78 (10). pp. 1669-1675. ISSN 0018-9219

Otros recursos del mismo autor(es)

  1. Size Class Distribution of Quercus engelmannii Abstract: Size class distribution of Quercus engelmannii (Engelmann oak) on the Santa Rosa Plateau w...
  2. Enhancing the Absorption of Fortification Iron A SUSTAIN Task Force Report The World Health Organization ranked it as the seventh most important preventable risk for disease, ...
  3. Blackwell Publishing, Ltd.Oxford, UKECOTThe Economics of Transition0967-0750 © Blackwell Publishing 200412riginal ArticleC p t M arket a d C apital A llocationDurnev, Li, Mørck and YeungCapital markets and capital allocatio...
  4. Preliminary draft, comments welcome Institutional Determinants of Vertical Integration: Evidence from China In a world with no transaction costs, vertical integration is intrinsically inefficient because it r...
  5. Preliminary, Comments Welcome Firm-Specific Variation and Capital Openness participants at the American Economic Association Washington meeting in 2003 and the International

Otros recursos de la misma colección

  1. Pulsar Demography and Neutron Star Astrophysics Pulsars, in particular, millisecond and binary pulsars offer new and unique tests of physics. The ex...
  2. Inviscid Swirling Flows and Vortex Breakdown The steady axisymmetric Euler flow of an inviscid incompressible swirling fluid is described exactly...
  3. Computing motion using analog and binary resistive networks The authors describe recent developments in the theory of early vision that led from the formulation...
  4. A Simple Model for the Effect of Water Shear on the Generation of Waves by Wind The stability of the air-water interface with piecewise linear velocity profiles in the air and the ...
  5. Schottky barrier heights on p-type diamond and silicon carbide (6h) The Schottky barrier heights for Au, Al, and Ba on diamond are reported. The variation of the barrie...

Valoración de los usuarios

No hay ninguna valoración para este recurso.Sea el primero en valorar este recurso.

Busque un recurso