Prior predictive simulation of the model.
<p>In black the average proportion of answers "High" of the rats. Error bars denote the s.e.m. across all rats. Each colored line is the average predicted psychometric curve obtained for one of the five noise condition, generated by parameters sampled from its respective prior distri...
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2025
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| _version_ | 1852015391116623872 |
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| author | Mattia Zanzi (22522006) |
| author2 | Francesco G. Rinaldi (22522009) Silene Fornasaro (22522012) Eugenio Piasini (8168934) Davide Zoccolan (443652) |
| author2_role | author author author author |
| author_facet | Mattia Zanzi (22522006) Francesco G. Rinaldi (22522009) Silene Fornasaro (22522012) Eugenio Piasini (8168934) Davide Zoccolan (443652) |
| author_role | author |
| dc.creator.none.fl_str_mv | Mattia Zanzi (22522006) Francesco G. Rinaldi (22522009) Silene Fornasaro (22522012) Eugenio Piasini (8168934) Davide Zoccolan (443652) |
| dc.date.none.fl_str_mv | 2025-10-29T17:41:08Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pcbi.1013608.s004 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/Prior_predictive_simulation_of_the_model_/30482110 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Neuroscience Sociology Science Policy Mental Health Biological Sciences not elsewhere classified visually evoked responses multiple sensory modalities level multisensory integration unimodal inputs shape visual perceptual space rat perceptual choices less clear whether brain combines information visual temporal frequency neural coding scheme auditory inputs induce irrelevant auditory stimuli rodent visual perception visual cortical processing visual information auditory inputs visual stimuli visual interactions temporal modulation rat classification provides clear cortical hierarchies multimodal stimuli auditory signals xlink "> visual tf systematically altered studies disagree signals carried prevent high orientation tuning model captured mechanistic hypotheses mechanisms underlying key mediator important role future work full spectrum direct connections different modality consistent representation |
| dc.title.none.fl_str_mv | Prior predictive simulation of the model. |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | <p>In black the average proportion of answers "High" of the rats. Error bars denote the s.e.m. across all rats. Each colored line is the average predicted psychometric curve obtained for one of the five noise condition, generated by parameters sampled from its respective prior distributions. The <i>γ</i> and <i>σ</i> parameters are drawn from the population average parameters; the <i>ϵ</i> parameters, given the absence of a hierarchical structure, are averaged across all rats. The shaded areas represent one (dark area) and two (dim area) standard deviations from the mean. The five curves all look almost identical (up to sampling noise) as the priors for the noise conditions were the same.</p> <p>(PNG)</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_fbfb29c7239e80e2e169f8a2d1ac7925 |
| identifier_str_mv | 10.1371/journal.pcbi.1013608.s004 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30482110 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Prior predictive simulation of the model.Mattia Zanzi (22522006)Francesco G. Rinaldi (22522009)Silene Fornasaro (22522012)Eugenio Piasini (8168934)Davide Zoccolan (443652)NeuroscienceSociologyScience PolicyMental HealthBiological Sciences not elsewhere classifiedvisually evoked responsesmultiple sensory modalitieslevel multisensory integrationunimodal inputs shapevisual perceptual spacerat perceptual choicesless clear whetherbrain combines informationvisual temporal frequencyneural coding schemeauditory inputs induceirrelevant auditory stimulirodent visual perceptionvisual cortical processingvisual informationauditory inputsvisual stimulivisual interactionstemporal modulationrat classificationprovides clearcortical hierarchiesmultimodal stimuliauditory signalsxlink ">visual tfsystematically alteredstudies disagreesignals carriedprevent highorientation tuningmodel capturedmechanistic hypothesesmechanisms underlyingkey mediatorimportant rolefuture workfull spectrumdirect connectionsdifferent modalityconsistent representation<p>In black the average proportion of answers "High" of the rats. Error bars denote the s.e.m. across all rats. Each colored line is the average predicted psychometric curve obtained for one of the five noise condition, generated by parameters sampled from its respective prior distributions. The <i>γ</i> and <i>σ</i> parameters are drawn from the population average parameters; the <i>ϵ</i> parameters, given the absence of a hierarchical structure, are averaged across all rats. The shaded areas represent one (dark area) and two (dim area) standard deviations from the mean. The five curves all look almost identical (up to sampling noise) as the priors for the noise conditions were the same.</p> <p>(PNG)</p>2025-10-29T17:41:08ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pcbi.1013608.s004https://figshare.com/articles/figure/Prior_predictive_simulation_of_the_model_/30482110CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/304821102025-10-29T17:41:08Z |
| spellingShingle | Prior predictive simulation of the model. Mattia Zanzi (22522006) Neuroscience Sociology Science Policy Mental Health Biological Sciences not elsewhere classified visually evoked responses multiple sensory modalities level multisensory integration unimodal inputs shape visual perceptual space rat perceptual choices less clear whether brain combines information visual temporal frequency neural coding scheme auditory inputs induce irrelevant auditory stimuli rodent visual perception visual cortical processing visual information auditory inputs visual stimuli visual interactions temporal modulation rat classification provides clear cortical hierarchies multimodal stimuli auditory signals xlink "> visual tf systematically altered studies disagree signals carried prevent high orientation tuning model captured mechanistic hypotheses mechanisms underlying key mediator important role future work full spectrum direct connections different modality consistent representation |
| status_str | publishedVersion |
| title | Prior predictive simulation of the model. |
| title_full | Prior predictive simulation of the model. |
| title_fullStr | Prior predictive simulation of the model. |
| title_full_unstemmed | Prior predictive simulation of the model. |
| title_short | Prior predictive simulation of the model. |
| title_sort | Prior predictive simulation of the model. |
| topic | Neuroscience Sociology Science Policy Mental Health Biological Sciences not elsewhere classified visually evoked responses multiple sensory modalities level multisensory integration unimodal inputs shape visual perceptual space rat perceptual choices less clear whether brain combines information visual temporal frequency neural coding scheme auditory inputs induce irrelevant auditory stimuli rodent visual perception visual cortical processing visual information auditory inputs visual stimuli visual interactions temporal modulation rat classification provides clear cortical hierarchies multimodal stimuli auditory signals xlink "> visual tf systematically altered studies disagree signals carried prevent high orientation tuning model captured mechanistic hypotheses mechanisms underlying key mediator important role future work full spectrum direct connections different modality consistent representation |