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Capsule networks as recurrent models of grouping and segmentation

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dc.contributor.authorDoerig, Adrien
dc.contributor.authorSchmittwilken, Lynn
dc.contributor.authorSayim, Bilge
dc.contributor.authorManassi, Mauro
dc.contributor.authorherzog, Michael H
dc.contributor.institutionUniversity of Aberdeen.Psychologyen
dc.date.accessioned2020-10-22T14:21:01Z
dc.date.available2020-10-22T14:21:01Z
dc.date.issued2020-07-21
dc.descriptionFunding: AD was supported by the Swiss National Science Foundation grant n.176153 “Basics of visual processing: from elements to figures”. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Data Availability: The human data for experiment 2 and the full code to reproduce all our results are available here: https://github.com/adriendoerig/Capsule-networks-as-recurrent-models-of-grouping-and-segmentation.en
dc.description.statusPeer revieweden
dc.format.extent19
dc.format.extent2711798
dc.identifier178239817
dc.identifierb08c9c0d-6c55-4df3-90fc-6aad76709c5a
dc.identifier85089127596
dc.identifier32692780
dc.identifier000558078100035
dc.identifier.citationDoerig, A, Schmittwilken, L, Sayim, B, Manassi, M & herzog, M H 2020, 'Capsule networks as recurrent models of grouping and segmentation', PLoS Computational Biology , vol. 16, no. 7, e1008017. https://doi.org/10.1371/journal.pcbi.1008017en
dc.identifier.doi10.1371/journal.pcbi.1008017
dc.identifier.iss7en
dc.identifier.issn1553-734X
dc.identifier.otherORCID: /0000-0003-4210-7570/work/82659784
dc.identifier.urihttps://hdl.handle.net/2164/15272
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85089127596&partnerID=8YFLogxKen
dc.identifier.vol16en
dc.language.isoeng
dc.relation.ispartofPLoS Computational Biologyen
dc.subjectcrowdingen
dc.subjectvisionsen
dc.subjectpsychophysicsen
dc.subjectvisual systemen
dc.subjectBoatsen
dc.subjectdeep learningen
dc.subjectrecurrent neural networksen
dc.subjectNeural Networks, Computeren
dc.subjectReproducibility of Resultsen
dc.subjectHumansen
dc.subjectComputational Biologyen
dc.subjectMaleen
dc.subjectNormal Distributionen
dc.subjectAlgorithmsen
dc.subjectModels, Biologicalen
dc.subjectVision, Ocularen
dc.subjectComputer Simulationen
dc.subjectImage Processing, Computer-Assisted/methodsen
dc.subjectFemaleen
dc.subjectPattern Recognition, Visualen
dc.subjectFEEDFORWARDen
dc.subjectOBJECT RECOGNITIONen
dc.subjectINTERFERENCEen
dc.subjectBF Psychologyen
dc.subjectGeneticsen
dc.subjectEcology, Evolution, Behavior and Systematicsen
dc.subjectCellular and Molecular Neuroscienceen
dc.subjectMolecular Biologyen
dc.subjectEcologyen
dc.subjectComputational Theory and Mathematicsen
dc.subjectModelling and Simulationen
dc.subjectSupplementary Dataen
dc.subject.lccBFen
dc.titleCapsule networks as recurrent models of grouping and segmentationen
dc.typeJournal articleen

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