{"id":"https://openalex.org/W2170688416","doi":"https://doi.org/10.1007/s10827-009-0176-0","title":"Functional identification of biological neural networks using reservoir adaptation for point processes","display_name":"Functional identification of biological neural networks using reservoir adaptation for point processes","publication_year":2009,"publication_date":"2009-07-28","ids":{"openalex":"https://openalex.org/W2170688416","doi":"https://doi.org/10.1007/s10827-009-0176-0","mag":"2170688416","pmid":"https://pubmed.ncbi.nlm.nih.gov/19639401"},"language":"en","primary_location":{"id":"doi:10.1007/s10827-009-0176-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10827-009-0176-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10827-009-0176-0.pdf","source":{"id":"https://openalex.org/S27455496","display_name":"Journal of Computational Neuroscience","issn_l":"0929-5313","issn":["0929-5313","1573-6873"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10827-009-0176-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051614509","display_name":"Tayfun G\u00fcrel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098324","display_name":"Bernstein Center for Computational Neuroscience Freiburg","ror":"https://ror.org/010p50m34","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210098324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tayfun G\u00fcrel","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience Freiburg and Institute for Computer Science, Albert-Ludwig University, Freiburg, Germany. guerel@informatik.uni-freiburg.de","Bernstein Center for Computational Neuroscience Freiburg and Institute for Computer Science, Albert-Ludwig University, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience Freiburg and Institute for Computer Science, Albert-Ludwig University, Freiburg, Germany. guerel@informatik.uni-freiburg.de","institution_ids":[]},{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience Freiburg and Institute for Computer Science, Albert-Ludwig University, Freiburg, Germany","institution_ids":["https://openalex.org/I4210098324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030552047","display_name":"Stefan Rotter","orcid":"https://orcid.org/0000-0003-3534-6530"},"institutions":[{"id":"https://openalex.org/I4210098324","display_name":"Bernstein Center for Computational Neuroscience Freiburg","ror":"https://ror.org/010p50m34","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210098324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Rotter","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience Freiburg and Faculty of Biology, Albert-Ludwig University, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience Freiburg and Faculty of Biology, Albert-Ludwig University, Freiburg, Germany","institution_ids":["https://openalex.org/I4210098324"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089848704","display_name":"Ulrich Egert","orcid":"https://orcid.org/0000-0002-4583-0425"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]},{"id":"https://openalex.org/I4210098324","display_name":"Bernstein Center for Computational Neuroscience Freiburg","ror":"https://ror.org/010p50m34","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210098324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulrich Egert","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience, Albert-Ludwig University, Freiburg, Germany","Bernstein Focus Neurotechnology Freiburg, Albert-Ludwig University, Freiburg, Germany","Department of Microsystems Engineering, Albert-Ludwig University, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience, Albert-Ludwig University, Freiburg, Germany","institution_ids":["https://openalex.org/I4210098324"]},{"raw_affiliation_string":"Bernstein Focus Neurotechnology Freiburg, Albert-Ludwig University, Freiburg, Germany","institution_ids":["https://openalex.org/I4210098324"]},{"raw_affiliation_string":"Department of Microsystems Engineering, Albert-Ludwig University, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051614509"],"corresponding_institution_ids":["https://openalex.org/I4210098324"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3390},"apc_paid":{"value":2590,"currency":"EUR","value_usd":3390},"fwci":0.906,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82364175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"29","issue":"1-2","first_page":"279","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9987000226974487,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.9083369970321655},{"id":"https://openalex.org/keywords/echo-state-network","display_name":"Echo state network","score":0.7027870416641235},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6953669190406799},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6419190168380737},{"id":"https://openalex.org/keywords/biological-network","display_name":"Biological network","score":0.6144719123840332},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.6040178537368774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5397371649742126},{"id":"https://openalex.org/keywords/integrator","display_name":"Integrator","score":0.45780396461486816},{"id":"https://openalex.org/keywords/network-dynamics","display_name":"Network dynamics","score":0.4465762674808502},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35574257373809814},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.19069558382034302},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17145326733589172}],"concepts":[{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.9083369970321655},{"id":"https://openalex.org/C172025690","wikidata":"https://www.wikidata.org/wiki/Q5332763","display_name":"Echo state network","level":4,"score":0.7027870416641235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6953669190406799},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6419190168380737},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.6144719123840332},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6040178537368774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5397371649742126},{"id":"https://openalex.org/C79518650","wikidata":"https://www.wikidata.org/wiki/Q2081431","display_name":"Integrator","level":3,"score":0.45780396461486816},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.4465762674808502},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35574257373809814},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.19069558382034302},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17145326733589172},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000222","descriptor_name":"Adaptation, Physiological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000222","descriptor_name":"Adaptation, Physiological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000222","descriptor_name":"Adaptation, Physiological","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002478","descriptor_name":"Cells, Cultured","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002478","descriptor_name":"Cells, Cultured","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002478","descriptor_name":"Cells, Cultured","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008839","descriptor_name":"Microelectrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008839","descriptor_name":"Microelectrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008839","descriptor_name":"Microelectrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016001","descriptor_name":"Confidence Intervals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016001","descriptor_name":"Confidence Intervals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016001","descriptor_name":"Confidence Intervals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10827-009-0176-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10827-009-0176-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10827-009-0176-0.pdf","source":{"id":"https://openalex.org/S27455496","display_name":"Journal of Computational Neuroscience","issn_l":"0929-5313","issn":["0929-5313","1573-6873"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Neuroscience","raw_type":"journal-article"},{"id":"pmid:19639401","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19639401","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":"Journal of computational neuroscience","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:2940037","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2940037","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Comput Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10827-009-0176-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10827-009-0176-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10827-009-0176-0.pdf","source":{"id":"https://openalex.org/S27455496","display_name":"Journal of Computational Neuroscience","issn_l":"0929-5313","issn":["0929-5313","1573-6873"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4961658766","display_name":"Verbundprojekt: Bernstein-Zentrum f\u00fcr Neural Dynamics, Freiburg - CNDF","funder_award_id":"01GQ0420","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G8648572592","display_name":"Verbundprojekt: Bernstein Fokus Neurotechnologie - Hybrid Brain - Teilprojekte A1-A5, B1-B5, C4-C6","funder_award_id":"01GQ0830","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2170688416.pdf","grobid_xml":"https://content.openalex.org/works/W2170688416.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W29314987","https://openalex.org/W1413993273","https://openalex.org/W1490229695","https://openalex.org/W1528905581","https://openalex.org/W1599608117","https://openalex.org/W1853558589","https://openalex.org/W1969002109","https://openalex.org/W1973613062","https://openalex.org/W1973752972","https://openalex.org/W1980477804","https://openalex.org/W1985007213","https://openalex.org/W1985940938","https://openalex.org/W1988878611","https://openalex.org/W2001263627","https://openalex.org/W2004383590","https://openalex.org/W2007580663","https://openalex.org/W2009688243","https://openalex.org/W2016589492","https://openalex.org/W2017355078","https://openalex.org/W2035582878","https://openalex.org/W2035983506","https://openalex.org/W2038625427","https://openalex.org/W2043439335","https://openalex.org/W2043951469","https://openalex.org/W2052197092","https://openalex.org/W2059148040","https://openalex.org/W2062899906","https://openalex.org/W2075618168","https://openalex.org/W2086174087","https://openalex.org/W2087301801","https://openalex.org/W2097560155","https://openalex.org/W2097863660","https://openalex.org/W2103179919","https://openalex.org/W2104681180","https://openalex.org/W2105398397","https://openalex.org/W2107878631","https://openalex.org/W2112246597","https://openalex.org/W2114079854","https://openalex.org/W2116531552","https://openalex.org/W2117384296","https://openalex.org/W2118706537","https://openalex.org/W2121428644","https://openalex.org/W2128432504","https://openalex.org/W2128780863","https://openalex.org/W2134342468","https://openalex.org/W2148342982","https://openalex.org/W2150354929","https://openalex.org/W2153919162","https://openalex.org/W2155653793","https://openalex.org/W2156026066","https://openalex.org/W2172053542","https://openalex.org/W2264297168","https://openalex.org/W2495317841","https://openalex.org/W2561675875","https://openalex.org/W2994602346","https://openalex.org/W2999905431","https://openalex.org/W3148499377","https://openalex.org/W4237640996","https://openalex.org/W4246508603","https://openalex.org/W4301861531","https://openalex.org/W4388322985","https://openalex.org/W6674609164","https://openalex.org/W6821450952","https://openalex.org/W6995974915","https://openalex.org/W7023726515","https://openalex.org/W7070350029"],"related_works":["https://openalex.org/W57315087","https://openalex.org/W2010974764","https://openalex.org/W4386848428","https://openalex.org/W1996014987","https://openalex.org/W4205631599","https://openalex.org/W2967225774","https://openalex.org/W4292972806","https://openalex.org/W2137783571","https://openalex.org/W3048028252","https://openalex.org/W2051014035"],"abstract_inverted_index":{"The":[0,108],"complexity":[1],"of":[2,18,73,116,146,156,183],"biological":[3,32,48,149,193],"neural":[4,33,194],"networks":[5,54],"does":[6],"not":[7],"allow":[8],"to":[9,15,45,68],"directly":[10],"relate":[11],"their":[12,19,128],"biophysical":[13],"properties":[14],"the":[16,46,70,74,77,80,83,88,143,154,180],"dynamics":[17],"electrical":[20],"activity.":[21],"We":[22,178],"present":[23],"a":[24,31,62,113,147],"reservoir":[25,75,81],"computing":[26],"approach":[27],"for":[28,36,169],"functionally":[29,43],"identifying":[30],"network,":[34],"i.e.":[35,58,125],"building":[37],"an":[38,91,157],"artificial":[39],"system":[40],"that":[41,138],"is":[42,90],"equivalent":[44],"reference":[47,148],"network.":[49,150],"Employing":[50],"feed-forward":[51,171],"and":[52,76,82,122,191],"recurrent":[53,176],"with":[55,96,189],"fading":[56],"memory,":[57],"reservoirs,":[59,172],"we":[60],"propose":[61],"point":[63],"process":[64],"based":[65],"learning":[66],"algorithm":[67,111],"train":[69],"internal":[71],"parameters":[72],"connectivity":[78],"between":[79],"memoryless":[84],"readout":[85],"neurons.":[86],"Specifically,":[87],"model":[89,115],"Echo":[92],"State":[93],"Network":[94],"(ESN)":[95],"leaky":[97],"integrator":[98],"neurons,":[99],"whose":[100],"individual":[101],"leakage":[102],"time":[103],"constants":[104],"are":[105],"also":[106,167],"adapted.":[107],"proposed":[109],"ESN":[110,158],"learns":[112],"predictive":[114,181],"stimulus-response":[117],"relations":[118],"in":[119,120,163],"vitro":[121],"simulated":[123,192],"networks,":[124],"it":[126],"models":[127],"response":[129,144],"dynamics.":[130,177],"Receiver":[131],"Operating":[132],"Characteristic":[133],"(ROC)":[134],"curve":[135],"analysis":[136],"indicates":[137],"these":[139,184],"ESNs":[140,185],"can":[141],"imitate":[142],"signal":[145],"Reservoir":[151],"adaptation":[152],"improved":[153],"performance":[155],"over":[159],"readout-only":[160],"training":[161],"methods":[162],"many":[164],"cases.":[165],"This":[166],"held":[168],"adaptive":[170],"which":[173],"had":[174],"no":[175],"demonstrate":[179],"power":[182],"on":[186],"various":[187],"tasks":[188],"cultured":[190],"networks.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
