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Cellular Automata coupled with Memristor devices: A fine unconventional computing paradigm
Indexado
WoS WOS:000942592200130
DOI
Año 2020
Tipo proceedings paper

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Cellular Automata (CAs), a ubiquitous computational tool proposed by John von Neumann, illustrate how great complexity emerges from simple rules of dynamical transitions between space and time interconnected simplistic entities. CAs perform as mathematical computation models, but also they are a powerful medium to model nature and natural systems. As a computational platform, CAs come with unified memory and computation in the same physical area, attributed as a strong candidate against the limitations of data transfer, known as the von Neumann bottleneck. On the other hand, Memristors with their inherent Computing-In-Memory compatibility, can be easily considered as appropriate nanoelectronic devices to be coupled with CAs towards an energy and time efficient computational paradigm. In particular, CA present a vast area of applications, comprising various NP -complete hard to be solved problems arriving from computer science field, like the wellknown Shortest Path, Bin Packing, Knapsack and Max-clique problems, as well as physical, chemical and biological processes and phenomena, such as epileptic seizures in relation with healthy and pathogenic brain regions and, moreover, real life applications like pseudorandom number generation and simplistic, but with highly complex behavior, models like the famous Game of Life. The outcome of employing Memristors in CAs applications is promising in terms of parallelization, power consumption, scalability, reconfigurability, and high computing performance.

Disciplinas de Investigación



WOS
Sin Disciplinas
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Ntinas, Vasileios Hombre Democritus Univ Thrace - Grecia
Univ Polytecn Catalunya - España
2 Karamani, Rafailia-Eleni - Democritus Univ Thrace - Grecia
3 Fyrigos, Iosif-Angelos - Democritus Univ Thrace - Grecia
4 Vasileiadis, Nikolaos Hombre Democritus Univ Thrace - Grecia
NCSR Demokritos - Grecia
5 Stathis, Dimitrios Hombre KTH Royal Inst Technol - Suecia
6 Vourkas, Ioannis Hombre Universidad Técnica Federico Santa María - Chile
7 Dimitrakis, Panagiotis Hombre NCSR Demokritos - Grecia
8 Karafyllidis, Ioannis Hombre Democritus Univ Thrace - Grecia
9 Sirakoulis, Georgios Ch. Hombre Democritus Univ Thrace - Grecia
10 IEEE Corporación

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Financiamiento



Fuente
GSRT
European Fund

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
We gratefully acknowledge the Greece-Russia bilateral joint research project MEM-Q (proj.no./MIS T4 Delta P Omega 00030/5021467) supported by GSRT and funded by National and European funds.

Muestra la fuente de financiamiento declarada en la publicación.