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Coupled physarum-inspired memristor oscillators for neuron-like operations
dc.contributor.author | Ntinas, Vasileios |
dc.contributor.author | Vourkas, Ioannis |
dc.contributor.author | Sirakoulis, Georgios Ch. |
dc.contributor.author | Adamatzky, Andrew |
dc.contributor.author | Rubio Sola, Jose Antonio |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica |
dc.date.accessioned | 2018-06-20T14:39:03Z |
dc.date.available | 2018-06-20T14:39:03Z |
dc.date.issued | 2018 |
dc.identifier.citation | Ntinas, V., Vourkas, I., Sirakoulis, G., Adamatzky, A., Rubio, A. Coupled physarum-inspired memristor oscillators for neuron-like operations. A: IEEE International Symposium on Circuits and Systems. "2018 IEEE International Symposium on Circuits and Systems (ISCAS): proceedings: 27-30 May 2018: Florence, Italy". 2018. |
dc.identifier.isbn | 978-1-5386-4882-7 |
dc.identifier.uri | http://hdl.handle.net/2117/118235 |
dc.description | © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes,creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
dc.description.abstract | Unconventional computing has been studied intensively, even after the appearance of CMOS technology. Currently, it has returned to the spotlight because CMOS is about to reach its physical limits, given that the constant demand for more computational power requires for novel unconventional computing solutions. In this area, the oscillatory internal motion mechanism of slime mould, namely Physarum Polycephalum, could serve as an alternative concept for the design and development of electronic circuits that exploit the memristive dynamics and simple LC contours to deliver solutions for computationally hard to be solved problems. In this direction, this work presents how bio-inspired memristive LC oscillators with a coupling capacitor can be synchronized to perform the functionalities of a biological neuron, also able to execute more complex computations, aiming to model biological neural systems much more advanced than the neuron-less slime mould biological organism. This work proposes a connection between the function mechanism of a simple biological organism and that of complex biological systems, made in a plausible and sufficient manner, towards unconventional computation with memristors. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Enginyeria electrònica::Microelectrònica::Circuits integrats |
dc.subject.lcsh | Integrated circuits |
dc.subject.other | Oscillator |
dc.subject.other | Memristor |
dc.subject.other | Slime mould |
dc.subject.other | Synchronization |
dc.subject.other | Neuron |
dc.title | Coupled physarum-inspired memristor oscillators for neuron-like operations |
dc.type | Conference report |
dc.subject.lemac | Circuits integrats |
dc.contributor.group | Universitat Politècnica de Catalunya. HIPICS - Grup de Circuits i Sistemes Integrats d'Altes Prestacions |
dc.identifier.doi | 10.1109/ISCAS.2018.8351701 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | https://ieeexplore.ieee.org/document/8351701/ |
dc.rights.access | Open Access |
local.identifier.drac | 23217209 |
dc.description.version | Postprint (author's final draft) |
dc.relation.projectid | info:eu-repo/grantAgreement/MINECO//TEC2013-45638-C3-2-R/ES/APROXIMACION MULTINIVEL AL DISEÑO ORIENTADO A LA FIABILIDAD DE CIRCUITOS INTEGRADOS ANALOGICOS Y DIGITALES/ |
dc.relation.projectid | info:eu-repo/grantAgreement/MINECO/1PE/TEC2016-75151-C3-2-R |
local.citation.author | Ntinas, V.; Vourkas, I.; Sirakoulis, G.; Adamatzky, A.; Rubio, A. |
local.citation.contributor | IEEE International Symposium on Circuits and Systems |
local.citation.publicationName | 2018 IEEE International Symposium on Circuits and Systems (ISCAS): proceedings: 27-30 May 2018: Florence, Italy |