Overview of CNN research: 25 years history and the current trends

Akos Zarandy, Csaba Rekeczky, Peter Szolgay, Leon O. Chua

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

8 Citations (Scopus)

Abstract

Cellular Neural/Nonlinear Networks (CNN) were invented in 1988, as an easy to implement, easy to program computer architecture for image and signal processing. This initiated intensive international research activities that lead to both theoretical (e.g. universality, stability studies in array dynamics) and experimental results (e.g. cellular sensor-processor chips and cellular algorithms). This overview paper summarizes the history of the CNN research and overviews the current activities in this field. Other areas are also discussed which were fostered by the results of the 25 years of CNN research: memristor architectures and processing, spin-torque oscillator architectures, many-core FPGA processing and industrial vision chips.

Original languageEnglish
Title of host publication2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages401-404
Number of pages4
ISBN (Electronic)9781479983919
DOIs
Publication statusPublished - Jul 27 2015
EventIEEE International Symposium on Circuits and Systems, ISCAS 2015 - Lisbon, Portugal
Duration: May 24 2015May 27 2015

Publication series

NameProceedings - IEEE International Symposium on Circuits and Systems
Volume2015-July
ISSN (Print)0271-4310

Other

OtherIEEE International Symposium on Circuits and Systems, ISCAS 2015
CountryPortugal
CityLisbon
Period5/24/155/27/15

Keywords

  • CNN
  • CNN-UM
  • Cellular Neural/Nonlinear Networks
  • beyond CMOS
  • ultra-high-speed vision systems
  • universality

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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    Zarandy, A., Rekeczky, C., Szolgay, P., & Chua, L. O. (2015). Overview of CNN research: 25 years history and the current trends. In 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015 (pp. 401-404). [7168655] (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 2015-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCAS.2015.7168655