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Proceedings Paper

Synaptic patterns in neural network detecting oriented slabs
Author(s): Sebastiano Impedovo; Marcello Castellano; Giovanni Dimauro; Giuseppe Pirlo
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Paper 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.

Paper Details

Date Published: 1 July 1990
PDF: 8 pages
Proc. SPIE 1233, Medical Imaging IV: Image Processing, (1 July 1990); doi: 10.1117/12.18915
Show Author Affiliations
Sebastiano Impedovo, Univ. of Bari (Italy)
Marcello Castellano, Univ. of Bari (Italy)
Giovanni Dimauro, Univ. of Bari (Italy)
Giuseppe Pirlo, Univ. of Bari (Italy)

Published in SPIE Proceedings Vol. 1233:
Medical Imaging IV: Image Processing
Murray H. Loew, Editor(s)

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