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

Opción 1: Descargar recurso

Opción 2: Descargar recurso

Detalles del recurso


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.

Pertenece a

Caltech Authors  


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] http://resolver.caltech.edu/CaltechAUTHORS:20120503-090033553
[References] http://authors.library.caltech.edu/31288/

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 http://resolver.caltech.edu/CaltechAUTHORS:20120503-090033553

Otros recursos del mismo autor(es)

  1. Hormonal regulation of Gai2 and mPRa in immortalized human oviductal cell line OE-E6/E7 Heterotrimeric G proteins play a key role in membrane-mediated cell-signalling and hormonal regulati...
  2. Stream-bundling approach to provide video services over broadband networks In traditional near-VOD (NVOD), the number of streams required is still high if the user delay goal ...
  3. Raf Kinase Inhibitor Protein (RKIP) Blocks Signal Transducer and Activator of Transcription 3 (STAT3) Activation in Breast and Prostate Cancer Raf kinase inhibitor protein (RKIP) is a member of the phosphatidylethanolamine-binding-protein (PEB...
  4. Numerical Simulation of Coal Mining Excavation Based on Discontinuous Deformation Analysis Abstract. The movement and deformation of rock stratum occur when the excavation is carries out duri...
  5. Review DNA methylation of microRNA genes in multiple myeloma DNA methylation is one of the heritable epigenetic modifications, leading to repressed gene expressi...

Otros recursos de la misma colección

  1. Operational Design Considerations for Retinal Prostheses Three critical improvements resulting from computer simulations for present day and future retinal v...
  2. A Unified Theory of Union of Subspaces Representations for Period Estimation Several popular period estimation techniques use union-of-subspaces models to represent periodic sig...
  3. Optimal Charging Schedule for a Battery Switching Station Serving Electric Buses We propose a model of a battery switching station (BSS) for electric buses (EBs) that captures the p...
  4. Ultrafast dynamics of isomerization reactions: structural effects in stilbene(s) We report our study of the ultrafast dynamics of isomerization and IVR in a designed series of stilb...
  5. Ultrafast diffraction and molecular structure We report our first successful ultrafast electron diffraction from beams of isolated molecules, CCI_...

Aviso de cookies: Usamos cookies propias y de terceros para mejorar nuestros servicios, para análisis estadístico y para mostrarle publicidad. Si continua navegando consideramos que acepta su uso en los términos establecidos en la Política de cookies.