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
Synaptic patterns in neural network detecting oriented slabs / Impedovo, Sebastiano; Castellano, Marcello; Dimauro, Giovanni; Pirlo, Giuseppe. - STAMPA. - 1233:(1990), pp. 384-392. (Intervento presentato al convegno Conference on Medical Imaging 4 : Image Processing tenutosi a Newport Beach, CA nel February 6-8, 1990) [10.1117/12.18915].
Synaptic patterns in neural network detecting oriented slabs
Marcello Castellano;
1990-01-01
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 spaceI documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
