Monday, May 2, 2016



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. A proposal for a new social values research program and policy network. PURPOSE: The purpose of this paper is to demonstrate that the social values framework developed by C...
  2. A higher-order energy expansion to two-dimensional . . . Of concern is the following singularly perturbed semilinear elliptic prob-lem { 2∆u − u + up = 0 in ...
  3. Intra-operative adherence to lung-protective ventilation: a prospective observational study
  4. Feasibility of brachytherapy as monotherapy for high-volume, low-risk prostate cancer Background: We sought to determine whether patients with high-volume, low-risk prostate cancer are s...
  5. HLA-DRB1*11 and variants of the MHC class II locus are strong risk factors for systemic juvenile idiopathic arthritis. Systemic juvenile idiopathic arthritis (sJIA) is an often severe, potentially life-threatening child...

Otros recursos de la misma colección

  1. Multiwavelength polarization insensitive lenses based on dielectric metasurfaces with meta-molecules Metasurfaces are nano-structured devices composed of arrays of subwavelength scatterers (or meta-ato...
  2. An optical metasurface planar camera Optical metasurfaces are 2D arrays of nano-scatterers that modify optical wavefronts at subwavelengt...
  3. Dust formation in Milky Way-like galaxies We introduce a dust model for cosmological simulations implemented in the moving-mesh code AREPO and...
  4. Stratified NH and ND emission in the prestellar core 16293E in L1689N Context. High degrees of deuterium fractionation are commonly found in cold prestellar cores and in ...
  5. Analytical model for ring heater thermal compensation in the Advanced Laser Interferometer Gravitational-wave Observatory Advanced laser interferometer gravitational-wave detectors use high laser power to achieve design se...

Valoración de los usuarios

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

Busque un recurso