Title :
Memristor cellular automata through belief propagation inspired algorithm
Author :
Jacopo Secco;Marco Farina;Danilo Demarchi;Fernando Corinto
Author_Institution :
Department of Electronic Engineering and Telecommunications, Politecnico di Torino, Torino, Italy
Abstract :
The development of neuromorphic systems has increased in pace in the past years since the birth of industrial samples of memristors. In addition to developing the general technology, a strong interest in generating new applications for memristive systems is emerging. In this paper we present a Cellular Automata (CA) that works exploiting the Belief Propagation Inspired (BPI) algorithm. To foster and to prove the the equivalence among the two systems a image processing example is introduced.
Keywords :
"Memristors","Automata","Mathematical model","Belief propagation","Tungsten","Cellular neural networks","Heuristic algorithms"
Conference_Titel :
SoC Design Conference (ISOCC), 2015 International
DOI :
10.1109/ISOCC.2015.7401793