Enhanced emulated digital CNN-UM (CASTLE) arithmetic cores

Timót Hidvégi, Péter Keresztes, Péter Szolgay

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

An emulated digital CNN-UM (CASTLE) architecture was published few years ago.1 Different emulated digital CNN-UM architectures are analyzed in the paper. These new modified architectures are optimized according to the silicon area, operating speed or dissipated power. A reconfigurable arithmetic core will also be shown in the paper, by which solution of the neighborhood size can be changed. An advanced CASTLE with pipe-lining is presented. The operation frequency is increased by using this solution in approximately 10 times.

Original languageEnglish
Pages (from-to)711-738
Number of pages28
JournalJournal of Circuits, Systems and Computers
Volume12
Issue number6
DOIs
Publication statusPublished - Dec 1 2003

Keywords

  • CNN Universal Machine
  • Cellular nonlinear/neural networks (CNN)
  • Emulated digital architecture
  • Optimized arithmetic core

ASJC Scopus subject areas

  • Hardware and Architecture
  • Electrical and Electronic Engineering

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