Synaptic patterns in neural network detecting oriented slabs

Sebastiano Impedovo; Marcello Castellano; Giovanni Dimauro; Giuseppe Pirlo

doi:10.1117/12.18915

1 July 1990 Synaptic patterns in neural network detecting oriented slabs

Sebastiano Impedovo, Marcello Castellano, Giovanni Dimauro, Giuseppe Pirlo

Proceedings Volume 1233, Medical Imaging IV: Image Processing; (1990) https://doi.org/10.1117/12.18915
Event: Medical Imaging '90, 1990, Newport Beach, CA, United States

Abstract

In this paper the autonomous behaviour of neural networks detecting straight lines is investigated. At this purpose the role of the synaptic junctions in the recognition process of elementary visual stimuli is emphasized taking into account an isotropic architecture of neural network. Finally it is shown that so organized models of linear neurons have a " natural" capability to exhibit coordinate oscillations with constant norm in the state space. 1.

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Sebastiano Impedovo, Marcello Castellano, Giovanni Dimauro, and Giuseppe Pirlo "Synaptic patterns in neural network detecting oriented slabs", Proc. SPIE 1233, Medical Imaging IV: Image Processing, (1 July 1990); https://doi.org/10.1117/12.18915

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