dc.contributor.author | Doerig, Adrien | |
dc.contributor.author | Schmittwilken, Lynn | |
dc.contributor.author | Sayim, Bilge | |
dc.contributor.author | Manassi, Mauro | |
dc.contributor.author | herzog, Michael H | |
dc.date.accessioned | 2020-10-22T14:21:01Z | |
dc.date.available | 2020-10-22T14:21:01Z | |
dc.date.issued | 2020-07-21 | |
dc.identifier | 178239817 | |
dc.identifier | b08c9c0d-6c55-4df3-90fc-6aad76709c5a | |
dc.identifier | 85089127596 | |
dc.identifier | 32692780 | |
dc.identifier | 000558078100035 | |
dc.identifier.citation | Doerig , 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.1008017 | en |
dc.identifier.issn | 1553-734X | |
dc.identifier.other | ORCID: /0000-0003-4210-7570/work/82659784 | |
dc.identifier.uri | https://hdl.handle.net/2164/15272 | |
dc.description | Funding: 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.format.extent | 19 | |
dc.format.extent | 2711798 | |
dc.language.iso | eng | |
dc.relation.ispartof | PLoS Computational Biology | en |
dc.subject | crowding | en |
dc.subject | visions | en |
dc.subject | psychophysics | en |
dc.subject | visual system | en |
dc.subject | Boats | en |
dc.subject | deep learning | en |
dc.subject | recurrent neural networks | en |
dc.subject | Neural Networks, Computer | en |
dc.subject | Reproducibility of Results | en |
dc.subject | Humans | en |
dc.subject | Computational Biology | en |
dc.subject | Male | en |
dc.subject | Normal Distribution | en |
dc.subject | Algorithms | en |
dc.subject | Models, Biological | en |
dc.subject | Vision, Ocular | en |
dc.subject | Computer Simulation | en |
dc.subject | Image Processing, Computer-Assisted/methods | en |
dc.subject | Female | en |
dc.subject | Pattern Recognition, Visual | en |
dc.subject | FEEDFORWARD | en |
dc.subject | OBJECT RECOGNITION | en |
dc.subject | INTERFERENCE | en |
dc.subject | BF Psychology | en |
dc.subject | Genetics | en |
dc.subject | Ecology, Evolution, Behavior and Systematics | en |
dc.subject | Cellular and Molecular Neuroscience | en |
dc.subject | Molecular Biology | en |
dc.subject | Ecology | en |
dc.subject | Computational Theory and Mathematics | en |
dc.subject | Modelling and Simulation | en |
dc.subject | Supplementary Data | en |
dc.subject.lcc | BF | en |
dc.title | Capsule networks as recurrent models of grouping and segmentation | en |
dc.type | Journal article | en |
dc.contributor.institution | University of Aberdeen.Psychology | en |
dc.description.status | Peer reviewed | en |
dc.identifier.doi | 10.1371/journal.pcbi.1008017 | |
dc.identifier.url | http://www.scopus.com/inward/record.url?scp=85089127596&partnerID=8YFLogxK | en |