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SPATIAL ORGANIZATION OF NEURAL NETWORKS: A PROBABILISTIC MODELING APPROACH.

dc.contributor.authorStafylopatis, Andreas N.en
dc.contributor.authorDikaiakos, Marios D.en
dc.contributor.authorKontoravdis, Dimitrisen
dc.creatorStafylopatis, Andreas N.en
dc.creatorDikaiakos, Marios D.en
dc.creatorKontoravdis, Dimitrisen
dc.date.accessioned2019-11-13T10:42:20Z
dc.date.available2019-11-13T10:42:20Z
dc.date.issued1987
dc.identifier.urihttp://gnosis.library.ucy.ac.cy/handle/7/55009
dc.description.abstractSummary form only given. A probabilistic model of neural networks was developed using the theory of general product-form queuing networks. A neural network is modeled as an open network of nodes, in which customers moving from node to node represent stimulation and connections between nodes are expressed in terms of suitably selected routing probabilities. A solution of the model is obtained under different disciplines affecting the time spent by a stimulation at each node visited. Results concerning the distribution of excitation as a function of network topology are compared with measures obtained by simulating the behavior of conventional neural networks.en
dc.publisherIEEEen
dc.source1987 IEEE Conference on Neural Information Processing Systems - Natural and Synthetic.en
dc.source.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-0023561113&partnerID=40&md5=48d45696c865586e9f37d8cfcc767a16
dc.subjectSYSTEMS SCIENCE AND CYBERNETICSen
dc.subjectCOMPUTER ARCHITECTURE - Mathematical Modelsen
dc.subjectNEURAL NETWORKSen
dc.subjectPROBABILISTIC MODELINGen
dc.subjectPROBABILITYen
dc.subjectSPATIAL ORGANIZATIONen
dc.titleSPATIAL ORGANIZATION OF NEURAL NETWORKS: A PROBABILISTIC MODELING APPROACH.en
dc.typeinfo:eu-repo/semantics/conferenceObject
dc.author.faculty002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences
dc.author.departmentΤμήμα Πληροφορικής / Department of Computer Science
dc.type.uhtypeConference Objecten
dc.description.notes<p>Sponsors: IEEE, New York, NY, USAen
dc.description.notesAmerican Physical Soc, New York, NY, USAen
dc.description.notesSoc for Neuroscience, Bethesda, MD, USAen
dc.description.notesConference code: 11045en
dc.description.notesCited By :1</p>en
dc.contributor.orcidDikaiakos, Marios D. [0000-0002-4350-6058]
dc.gnosis.orcid0000-0002-4350-6058


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