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. ( Conference on Medical Imaging 4 : Image Processing Newport Beach, CA February 6-8, 1990) [10.1117/12.18915].
Synaptic patterns in neural network detecting oriented slabs
Marcello Castellano;
1990
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.
