HippoUnit test error scores show the validity of the CA1 pyramidal cell model.
<p>Error scores from HippoUnit test suite for 1. somatic spiking features, 2. depolarisation block, 3. back- propagating action potentials (bAPs), 4. attenuation of EPSPs, 5. nonlinear synaptic integration in oblique branches. Red line represents the acceptability threshold of two standard dev...
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| Үндсэн зохиолч: | |
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| Бусад зохиолчид: | , , , , , |
| Хэвлэсэн: |
2025
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| Нөхцлүүд: | |
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Шошго нэмэх
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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| _version_ | 1849927626289840128 |
|---|---|
| author | Nicholas Hananeia (22683665) |
| author2 | Christian Ebner (1276467) Christos Galanis (15210328) Hermann Cuntz (32618) Alexander Opitz (295799) Andreas Vlachos (47497) Peter Jedlicka (179938) |
| author2_role | author author author author author author |
| author_facet | Nicholas Hananeia (22683665) Christian Ebner (1276467) Christos Galanis (15210328) Hermann Cuntz (32618) Alexander Opitz (295799) Andreas Vlachos (47497) Peter Jedlicka (179938) |
| author_role | author |
| dc.creator.none.fl_str_mv | Nicholas Hananeia (22683665) Christian Ebner (1276467) Christos Galanis (15210328) Hermann Cuntz (32618) Alexander Opitz (295799) Andreas Vlachos (47497) Peter Jedlicka (179938) |
| dc.date.none.fl_str_mv | 2025-11-25T18:42:02Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pcbi.1012295.s008 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/HippoUnit_test_error_scores_show_the_validity_of_the_CA1_pyramidal_cell_model_/30715010 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Medicine Cell Biology Neuroscience Physiology Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified results :</ b previous experimental studies objective :</ b methods :</ b like cellular effects conclusion :</ b background :</ b strongly distance dependent scale modeling tools repetitive magnetic stimulation biophysical neuronal models 1 hz protocols successfully modelled plasticity induced synaptic plasticity dependent plasticity model plasticity model dependent spatio scale modelling burst stimulation 5 hz plasticity amplitude distal plasticity term potentiation term changes temporal resolution temporal changes rms ). previously established parameter screening neurons stimulated neuronal dendrites modelling framework mechanisms behind low sensitivity high spatio fully understood detailed prediction dendritic spikes comprehensive module |
| dc.title.none.fl_str_mv | HippoUnit test error scores show the validity of the CA1 pyramidal cell model. |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | <p>Error scores from HippoUnit test suite for 1. somatic spiking features, 2. depolarisation block, 3. back- propagating action potentials (bAPs), 4. attenuation of EPSPs, 5. nonlinear synaptic integration in oblique branches. Red line represents the acceptability threshold of two standard deviations. The model performed within two standard deviations of the experimental data and was considered acceptable.</p> <p>(TIFF)</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_c1485d8f1040a1c5a822534c42bf8b8e |
| identifier_str_mv | 10.1371/journal.pcbi.1012295.s008 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30715010 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | HippoUnit test error scores show the validity of the CA1 pyramidal cell model.Nicholas Hananeia (22683665)Christian Ebner (1276467)Christos Galanis (15210328)Hermann Cuntz (32618)Alexander Opitz (295799)Andreas Vlachos (47497)Peter Jedlicka (179938)MedicineCell BiologyNeurosciencePhysiologySpace ScienceBiological Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedresults :</ bprevious experimental studiesobjective :</ bmethods :</ blike cellular effectsconclusion :</ bbackground :</ bstrongly distance dependentscale modeling toolsrepetitive magnetic stimulationbiophysical neuronal models1 hz protocolssuccessfully modelled plasticityinduced synaptic plasticitydependent plasticity modelplasticity modeldependent spatioscale modellingburst stimulation5 hzplasticity amplitudedistal plasticityterm potentiationterm changestemporal resolutiontemporal changesrms ).previously establishedparameter screeningneurons stimulatedneuronal dendritesmodelling frameworkmechanisms behindlow sensitivityhigh spatiofully understooddetailed predictiondendritic spikescomprehensive module<p>Error scores from HippoUnit test suite for 1. somatic spiking features, 2. depolarisation block, 3. back- propagating action potentials (bAPs), 4. attenuation of EPSPs, 5. nonlinear synaptic integration in oblique branches. Red line represents the acceptability threshold of two standard deviations. The model performed within two standard deviations of the experimental data and was considered acceptable.</p> <p>(TIFF)</p>2025-11-25T18:42:02ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pcbi.1012295.s008https://figshare.com/articles/figure/HippoUnit_test_error_scores_show_the_validity_of_the_CA1_pyramidal_cell_model_/30715010CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/307150102025-11-25T18:42:02Z |
| spellingShingle | HippoUnit test error scores show the validity of the CA1 pyramidal cell model. Nicholas Hananeia (22683665) Medicine Cell Biology Neuroscience Physiology Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified results :</ b previous experimental studies objective :</ b methods :</ b like cellular effects conclusion :</ b background :</ b strongly distance dependent scale modeling tools repetitive magnetic stimulation biophysical neuronal models 1 hz protocols successfully modelled plasticity induced synaptic plasticity dependent plasticity model plasticity model dependent spatio scale modelling burst stimulation 5 hz plasticity amplitude distal plasticity term potentiation term changes temporal resolution temporal changes rms ). previously established parameter screening neurons stimulated neuronal dendrites modelling framework mechanisms behind low sensitivity high spatio fully understood detailed prediction dendritic spikes comprehensive module |
| status_str | publishedVersion |
| title | HippoUnit test error scores show the validity of the CA1 pyramidal cell model. |
| title_full | HippoUnit test error scores show the validity of the CA1 pyramidal cell model. |
| title_fullStr | HippoUnit test error scores show the validity of the CA1 pyramidal cell model. |
| title_full_unstemmed | HippoUnit test error scores show the validity of the CA1 pyramidal cell model. |
| title_short | HippoUnit test error scores show the validity of the CA1 pyramidal cell model. |
| title_sort | HippoUnit test error scores show the validity of the CA1 pyramidal cell model. |
| topic | Medicine Cell Biology Neuroscience Physiology Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified results :</ b previous experimental studies objective :</ b methods :</ b like cellular effects conclusion :</ b background :</ b strongly distance dependent scale modeling tools repetitive magnetic stimulation biophysical neuronal models 1 hz protocols successfully modelled plasticity induced synaptic plasticity dependent plasticity model plasticity model dependent spatio scale modelling burst stimulation 5 hz plasticity amplitude distal plasticity term potentiation term changes temporal resolution temporal changes rms ). previously established parameter screening neurons stimulated neuronal dendrites modelling framework mechanisms behind low sensitivity high spatio fully understood detailed prediction dendritic spikes comprehensive module |