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.

Memristor cellular automata through belief propagation inspired algorithm / Secco, Jacopo; Farina, Marco; Demarchi, Danilo; Corinto, Fernando. - ELETTRONICO. - (2015), pp. 211-212. ((Intervento presentato al convegno 12th International SoC Design Conference, ISOCC 2015 tenutosi a Gyungju, South Korea nel 2015 [10.1109/ISOCC.2015.7401793].

Memristor cellular automata through belief propagation inspired algorithm

SECCO, JACOPO;FARINA, MARCO;DEMARCHI, DANILO;CORINTO, FERNANDO
2015

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.
9781467393089
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/2646245
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