17 April 2006 PCNN pre-processor stage for the optical broadcast neural network processor
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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.
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Horacio Lamela, Horacio Lamela, Marta Ruiz-Llata, Marta Ruiz-Llata, Matías Jiménez, Matías Jiménez, Miguel González, Miguel González, Jesús Gimeno, Jesús Gimeno, Cardinal Warde, Cardinal Warde, } "PCNN pre-processor stage for the optical broadcast neural network processor", Proc. SPIE 6247, Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Networks IV, 624710 (17 April 2006); doi: 10.1117/12.668370; https://doi.org/10.1117/12.668370
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