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PCNN pre-processor stage for the optical broadcast neural network processor

Authors :
Jesús Gimeno
Cardinal Warde
Horacio Lamela
Matías Jiménez
Miguel Ángel Martínez González
Marta Ruiz-Llata
Source :
Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Networks IV.
Publication Year :
2006
Publisher :
SPIE, 2006.

Abstract

In this paper we investigate a hardware Pulse Couple Neural Network (PCNN) to be used as the pre-processing stage for a vision system which uses as processing core the Optical Broadcast Neural Network (OBNN) Processor [Optical Engineering Letters 42 (9), 2488 (2003)]. The temporal patterns are to remain constant independently of the position of the spatial pattern in the input image and its orientation. The objective is to obtain synchronous temporal patterns, with fixed pulse rates, from a determined spatial pattern.

Details

ISSN :
0277786X
Database :
OpenAIRE
Journal :
Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Networks IV
Accession number :
edsair.doi...........be67e95ba8d5ea24aff7f7e25055e804
Full Text :
https://doi.org/10.1117/12.668370