{"id":"https://openalex.org/W906475637","doi":null,"title":"Development of a computational and neuroinformatics framework for large-scale brain modelling","display_name":"Development of a computational and neuroinformatics framework for large-scale brain modelling","publication_year":2014,"publication_date":"2014-10-16","ids":{"openalex":"https://openalex.org/W906475637","mag":"906475637"},"language":"en","primary_location":{"id":"pmh:2014AIXM5036","doi":null,"is_oa":true,"landing_page_url":"http://www.theses.fr/2014AIXM5036/document","pdf_url":null,"source":{"id":"https://openalex.org/S4406923047","display_name":"theses.fr (ABES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Electronic Thesis or Dissertation"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.theses.fr/2014AIXM5036/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007833663","display_name":"Paula Sanz\u2010Leon","orcid":"https://orcid.org/0000-0002-1545-6380","observed_orcids":["https://orcid.org/0000-0002-1545-6380"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Paula Sanz\u2010Leon","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1545-6380","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5007833663"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.8788999915122986,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.8788999915122986,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.10409999638795853,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.005499999970197678,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/the-virtual-brain","display_name":"The Virtual Brain","score":0.9160000085830688},{"id":"https://openalex.org/keywords/neural-mass-model","display_name":"neural mass model","score":0.6190000176429749},{"id":"https://openalex.org/keywords/structural-connectivity","display_name":"structural connectivity","score":0.8539999723434448},{"id":"https://openalex.org/keywords/whole-brain-dynamics","display_name":"whole-brain dynamics","score":0.7329999804496765},{"id":"https://openalex.org/keywords/multimodal-neuroimaging-integration","display_name":"multimodal neuroimaging integration","score":0.9139999747276306}],"concepts":[{"id":"https://openalex.org/C205427263","wikidata":"https://www.wikidata.org/wiki/Q1931480","display_name":"Neuroinformatics","level":2,"score":0.9085161685943604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6921347379684448},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.5123854279518127},{"id":"https://openalex.org/C556910895","wikidata":"https://www.wikidata.org/wiki/Q384188","display_name":"Magnetoencephalography","level":3,"score":0.4936748445034027},{"id":"https://openalex.org/C15286952","wikidata":"https://www.wikidata.org/wiki/Q8037925","display_name":"Computational neuroscience","level":2,"score":0.4398178458213806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4354618787765503},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36710941791534424},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3132084608078003},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22793102264404297},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.19711193442344666},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09362998604774475}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:2014AIXM5036","doi":null,"is_oa":true,"landing_page_url":"http://www.theses.fr/2014AIXM5036/document","pdf_url":null,"source":{"id":"https://openalex.org/S4406923047","display_name":"theses.fr (ABES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Electronic Thesis or Dissertation"},{"id":"mag:906475637","doi":null,"is_oa":false,"landing_page_url":"http://www.theses.fr/2014AIXM5036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:2014AIXM5036","doi":null,"is_oa":true,"landing_page_url":"http://www.theses.fr/2014AIXM5036/document","pdf_url":null,"source":{"id":"https://openalex.org/S4406923047","display_name":"theses.fr (ABES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Electronic Thesis or Dissertation"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7027620751","https://openalex.org/W2074725578","https://openalex.org/W4211265021","https://openalex.org/W1985220467","https://openalex.org/W2145749918","https://openalex.org/W2040470635","https://openalex.org/W2076092347","https://openalex.org/W4293196916","https://openalex.org/W6902512294","https://openalex.org/W3126965484"],"abstract_inverted_index":{"The":[0,51,90],"central":[1],"theme":[2],"of":[3,9,30,41,48,71,74,99,103,129,211],"this":[4,34,159],"thesis":[5,35],"is":[6],"the":[7,20,38,42,46,49,112,117,121,125,130,154,180,186,206],"development":[8],"both":[10,194],"a":[11,25,72,94,104,167,195],"generalised":[12],"computational":[13,43],"model":[14,44,108,115,156,173],"for":[15,93,198,205],"large-scale":[16,105],"brain":[17,53,60,64,106,140,172,199],"networks":[18],"and":[19,28,66,80,84,97,143,147,190,201,209,213],"neuroinformatics":[21],"platform":[22],"that":[23],"enables":[24],"systematic":[26,95],"exploration":[27,96],"analysis":[29],"those":[31],"models.":[32],"In":[33],"we":[36,177],"describe":[37],"mathematical":[39],"framework":[40,204],"at":[45],"core":[47],"tool":[50],"Virtual":[52],"(TVB),":[54],"designed":[55],"to":[56,139,153,165],"recreate":[57],"collective":[58],"whole":[59],"dynamics":[61,119,200],"by":[62,192],"virtualising":[63],"structure":[65,128],"function,":[67],"allowing":[68],"simultaneous":[69],"outputs":[70],"number":[73],"experimental":[75],"modalities":[76],"such":[77,110],"as":[78,111],"electro-":[79],"magnetoencephalography":[81],"(EEG,":[82],"MEG)":[83],"functional":[85,214],"Magnetic":[86],"Resonance":[87],"Imaging":[88],"(fMRI).":[89],"implementation":[91],"allows":[92],"manipulation":[98],"every":[100],"underlying":[101],"component":[102],"network":[107,131,141],"(BNM),":[109],"neural":[113],"mass":[114],"governing":[116],"local":[118],"or":[120],"structural":[122,212],"connectivity":[123],"constraining":[124],"space":[126],"time":[127],"couplings.":[132],"We":[133],"also":[134],"review":[135],"previous":[136],"studies":[137],"related":[138,152],"models":[142],"multimodal":[144],"neuroimaging":[145],"integration":[146],"detail":[148],"how":[149,164,179],"they":[150],"are":[151,174],"general":[155],"presented":[157],"in":[158,216],"work.":[160],"Practical":[161],"examples":[162],"describing":[163],"build":[166],"minimal":[168],"*in":[169],"silico*":[170],"primate":[171],"given.":[175],"Finally,":[176],"explain":[178],"resulting":[181],"software":[182],"tool,":[183],"TVB,":[184],"facilitates":[185],"collaboration":[187],"between":[188],"experimentalists":[189],"modellers":[191],"exposing":[193],"comprehensive":[196],"simulator":[197],"an":[202,217],"integrative":[203],"management,":[207],"analysis,":[208],"simulation":[210],"data":[215],"accessible,":[218],"web-based":[219],"interface.":[220]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}