CUED Publications database

CNN with non-integer order cells

Arena, P and Bertucco, L and Fortuna, L and Nunnari, G and Occhipinti, L and Porto, D (1998) CNN with non-integer order cells. In: UNSPECIFIED pp. 372-378..

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In this paper a new kind of CNN is introduced. Its feature consists in a state representation using q-order derivatives being q a non integer quantity. This approach can be considered as a generalization of the traditional CNN model, which is obtained from the one presented in the paper as a particular case setting q = 1. It is shown that this more general CNN structure exhibits suitable performance in terms of speed-up. In the paper various examples are reported to show the suitability of non-integer order CNNs.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Depositing User: Cron Job
Date Deposited: 01 Feb 2019 20:35
Last Modified: 02 Sep 2021 05:17