On the equivalence between locally and fully connected oscillatory networks

Fernando Corinto, T. Roska, Marco Gilli

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The analysis and the detection of spatial-temporal patterns are extremely important to unfold the main features of numerous biological phenomena. It is also essential to conceive hardware oriented architectures in order to realize VLSI platforms that are able to process and recognize spatial-temporal patterns without breaking them into frames. Oscillatory networks, whose dynamic behavior is described by large systems of ordinary differential equations, represent a suitable paradigm to describe many spatial-temporal periodic. The aim of this manuscript is to show that locally connected oscillatory networks (oscillatory CNNs) with linear memoryless and space-invariant interactions act as globally connected networks with linear dynamical interactions, if some suitable components of the oscillator state vector are coupled. The space-invariant local connectivity permits to realize simple prototype hardware platforms for processing spatial-temporal patterns.

Original languageEnglish
Title of host publication2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010
Publication statusPublished - 2010
Event2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010 - Berkeley, CA, United States
Duration: Feb 3 2010Feb 5 2010

Other

Other2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010
CountryUnited States
CityBerkeley, CA
Period2/3/102/5/10

Fingerprint

Hardware
Ordinary differential equations
Processing

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Corinto, F., Roska, T., & Gilli, M. (2010). On the equivalence between locally and fully connected oscillatory networks. In 2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010 [5430278]

On the equivalence between locally and fully connected oscillatory networks. / Corinto, Fernando; Roska, T.; Gilli, Marco.

2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010. 2010. 5430278.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Corinto, F, Roska, T & Gilli, M 2010, On the equivalence between locally and fully connected oscillatory networks. in 2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010., 5430278, 2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010, Berkeley, CA, United States, 2/3/10.
Corinto F, Roska T, Gilli M. On the equivalence between locally and fully connected oscillatory networks. In 2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010. 2010. 5430278
Corinto, Fernando ; Roska, T. ; Gilli, Marco. / On the equivalence between locally and fully connected oscillatory networks. 2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010. 2010.
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