{"id":"https://openalex.org/W4416245439","doi":"https://doi.org/10.1007/s12021-025-09761-2","title":"Synthetic Data Generation for Classifying Electrophysiological and Morpho-Electrophysiological Neurons from Mouse Visual Cortex","display_name":"Synthetic Data Generation for Classifying Electrophysiological and Morpho-Electrophysiological Neurons from Mouse Visual Cortex","publication_year":2025,"publication_date":"2025-12-27","ids":{"openalex":"https://openalex.org/W4416245439","doi":"https://doi.org/10.1007/s12021-025-09761-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/41455019"},"language":"en","primary_location":{"id":"doi:10.1007/s12021-025-09761-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12021-025-09761-2","pdf_url":null,"source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2508.06514","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030608661","display_name":"Xavier Vasques","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113983","display_name":"Arvalis - Institut du V\u00e9g\u00e9tal","ror":"https://ror.org/0318myr61","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210113983"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xavier Vasques","raw_affiliation_strings":["Institut du Neurone, Montferriez sur lez, France. xaviervasques@institutduneurone.fr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut du Neurone, Montferriez sur lez, France. xaviervasques@institutduneurone.fr","institution_ids":["https://openalex.org/I4210113983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055157209","display_name":"Laura Cif","orcid":"https://orcid.org/0000-0003-4920-4234"},"institutions":[{"id":"https://openalex.org/I4210093292","display_name":"Centre Hospitalier Universitaire de Montpellier","ror":"https://ror.org/00mthsf17","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210093292"]},{"id":"https://openalex.org/I4210112060","display_name":"H\u00f4pital Gui de Chauliac","ror":"https://ror.org/02w35z347","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210112060"]},{"id":"https://openalex.org/I4210147278","display_name":"Centre de Biologie pour la Gestion des Populations","ror":"https://ror.org/05h7ddb14","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I24906876","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210117091","https://openalex.org/I4210117091","https://openalex.org/I4210131494","https://openalex.org/I4210147278","https://openalex.org/I4210166444","https://openalex.org/I4399657933","https://openalex.org/I4399657933","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laura Cif","raw_affiliation_strings":["D\u00e9partement de Neurochirurgie, Unit\u00e9 des Pathologies C\u00e9r\u00e9brales R\u00e9sistantes, H\u00f4pital Gui de Chauliac, Centre Hospitalier Universitaire de Montpellier, Montpellier, France","Institut du Neurone, Montferriez sur lez, France","Service de Neurologie, Department of Clinical Neurosciences, Lausanne University Hospital (CHUV), Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Neurochirurgie, Unit\u00e9 des Pathologies C\u00e9r\u00e9brales R\u00e9sistantes, H\u00f4pital Gui de Chauliac, Centre Hospitalier Universitaire de Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I4210112060","https://openalex.org/I4210093292"]},{"raw_affiliation_string":"Institut du Neurone, Montferriez sur lez, France","institution_ids":["https://openalex.org/I4210147278"]},{"raw_affiliation_string":"Service de Neurologie, Department of Clinical Neurosciences, Lausanne University Hospital (CHUV), Lausanne, Switzerland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30101819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"1","first_page":"2","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.43970000743865967,"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":0.43970000743865967,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.1395999938249588,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":0.07689999788999557,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.609000027179718},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5802000164985657},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.539900004863739},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.43869999051094055},{"id":"https://openalex.org/keywords/visual-cortex","display_name":"Visual cortex","score":0.436599999666214},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.43160000443458557},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.42660000920295715},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4178999960422516},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.39809998869895935}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7182000279426575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6657000184059143},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.609000027179718},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5802000164985657},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.539900004863739},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49900001287460327},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.43869999051094055},{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.436599999666214},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.43160000443458557},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.42660000920295715},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4178999960422516},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.39809998869895935},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.3711000084877014},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.36010000109672546},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.3434000015258789},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.32359999418258667},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.31769999861717224},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.3109999895095825},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.30630001425743103},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3041999936103821},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2971000075340271},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C205427263","wikidata":"https://www.wikidata.org/wiki/Q1931480","display_name":"Neuroinformatics","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.2531999945640564}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055724","descriptor_name":"Electrophysiological Phenomena","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D055724","descriptor_name":"Electrophysiological Phenomena","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D055724","descriptor_name":"Electrophysiological Phenomena","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1007/s12021-025-09761-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12021-025-09761-2","pdf_url":null,"source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:41455019","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41455019","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":null},{"id":"pmh:oai:arXiv.org:2508.06514","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.06514","pdf_url":"https://arxiv.org/pdf/2508.06514","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-05649621v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05649621","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuroinformatics, 2025, 24 (1), pp.2. &#x27E8;10.1007/s12021-025-09761-2&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:iris.unil.ch:iris/278442","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/278442","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"doi:10.48550/arxiv.2508.06514","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2508.06514","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2508.06514","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.06514","pdf_url":"https://arxiv.org/pdf/2508.06514","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W4394670483","https://openalex.org/W2078905747","https://openalex.org/W2605589104","https://openalex.org/W4287267517","https://openalex.org/W2511131004","https://openalex.org/W2490420619","https://openalex.org/W4401540858","https://openalex.org/W2549361605","https://openalex.org/W2148143831","https://openalex.org/W1987284219","https://openalex.org/W1965210407","https://openalex.org/W4294583247","https://openalex.org/W2268971953","https://openalex.org/W2023098599","https://openalex.org/W4298289240","https://openalex.org/W2949311293","https://openalex.org/W3003743813","https://openalex.org/W2044648261","https://openalex.org/W4297726864","https://openalex.org/W4391482239","https://openalex.org/W3036167779","https://openalex.org/W2950262541","https://openalex.org/W4308620605","https://openalex.org/W6929144069","https://openalex.org/W2171895829","https://openalex.org/W3189729281","https://openalex.org/W2963873275","https://openalex.org/W3197839114","https://openalex.org/W3000350302","https://openalex.org/W2075922779","https://openalex.org/W2785469625","https://openalex.org/W3011242681","https://openalex.org/W4290769203","https://openalex.org/W4311415873","https://openalex.org/W3150807214","https://openalex.org/W3106117005","https://openalex.org/W2950976066","https://openalex.org/W2161399605","https://openalex.org/W2969577766","https://openalex.org/W2132301122","https://openalex.org/W2547711524","https://openalex.org/W4384522182","https://openalex.org/W2898429451","https://openalex.org/W2270484149","https://openalex.org/W2979981663","https://openalex.org/W4286449197","https://openalex.org/W3150791846","https://openalex.org/W4406600581"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
