{"id":"https://openalex.org/W203520702","doi":null,"title":"Neuromodulation Increases Decision Speed in Dynamic Environments","display_name":"Neuromodulation Increases Decision Speed in Dynamic Environments","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W203520702","mag":"203520702"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.210.8080","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.210.8080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lis.epfl.ch/~soltoggio/Papers/SoltoggioEPI2008.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049155414","display_name":"Andrea Soltoggio","orcid":"https://orcid.org/0000-0002-9750-8358","observed_orcids":["https://orcid.org/0000-0002-9750-8358"]},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Andrea Soltoggio","raw_affiliation_strings":["University of Birmingham.*"],"raw_orcid":"https://orcid.org/0000-0002-9750-8358","affiliations":[{"raw_affiliation_string":"University of Birmingham.*","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049155414"],"corresponding_institution_ids":["https://openalex.org/I79619799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"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":0.48019999265670776,"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":0.48019999265670776,"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/T10320","display_name":"Neural Networks and Applications","score":0.41359999775886536,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.04569999873638153,"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/neuromodulation","display_name":"neuromodulation","score":1.0},{"id":"https://openalex.org/keywords/decision-making-speed","display_name":"decision-making speed","score":0.9259999990463257},{"id":"https://openalex.org/keywords/dynamic-environments","display_name":"dynamic environments","score":0.7229999899864197},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8180000185966492},{"id":"https://openalex.org/keywords/reward-learning","display_name":"reward learning","score":0.7860000133514404},{"id":"https://openalex.org/keywords/network-topology","display_name":"network topology","score":0.6819999814033508},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.4880000054836273},{"id":"https://openalex.org/keywords/neural-computation","display_name":"neural computation","score":0.7910000085830688}],"concepts":[{"id":"https://openalex.org/C2780375056","wikidata":"https://www.wikidata.org/wiki/Q905905","display_name":"Neuromodulation","level":3,"score":0.8988537192344666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.628256618976593},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5806089043617249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5754696726799011},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5318115949630737},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4437524974346161},{"id":"https://openalex.org/C15286952","wikidata":"https://www.wikidata.org/wiki/Q8037925","display_name":"Computational neuroscience","level":2,"score":0.42545998096466064},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.38536766171455383},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18773400783538818},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08784276247024536},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.210.8080","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.210.8080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lis.epfl.ch/~soltoggio/Papers/SoltoggioEPI2008.pdf","raw_type":"text"},{"id":"mag:203520702","doi":null,"is_oa":false,"landing_page_url":"http://andrea.soltoggio.net/data/papers/SoltoggioEPI2008.pdf","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":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1501143146","https://openalex.org/W1557915104","https://openalex.org/W1573534773","https://openalex.org/W1642699591","https://openalex.org/W1884538784","https://openalex.org/W1990479511","https://openalex.org/W2036800553","https://openalex.org/W2044724603","https://openalex.org/W2055848231","https://openalex.org/W2097872145","https://openalex.org/W2098354755","https://openalex.org/W2122821288","https://openalex.org/W2131396474","https://openalex.org/W2143200432","https://openalex.org/W2143205742","https://openalex.org/W2159096063","https://openalex.org/W2161563886","https://openalex.org/W2166886630","https://openalex.org/W2171325791"],"related_works":["https://openalex.org/W7095722449","https://openalex.org/W4220866032","https://openalex.org/W2143200432","https://openalex.org/W7095501022","https://openalex.org/W4317802019","https://openalex.org/W2161563886","https://openalex.org/W2787427864","https://openalex.org/W7098088570","https://openalex.org/W2994827227","https://openalex.org/W2143205742"],"abstract_inverted_index":{"Neuromodulation":[0],"is":[1,37],"considered":[2],"a":[3,33],"key":[4],"factor":[5],"in":[6,10,26,65,75,95,108],"learning":[7,23],"and":[8],"memory":[9],"biological":[11],"neural":[12,28,109],"networks.":[13,29],"Recent":[14],"computational":[15,93],"models":[16],"of":[17,106],"modulated":[18],"plasticity":[19],"have":[20],"shown":[21],"increased":[22,96],"capabilities":[24],"also":[25],"artificial":[27],"In":[30],"this":[31],"study,":[32],"rewardbased":[34],"dynamic":[35],"scenario":[36],"employed":[38],"to":[39,70,101],"test":[40],"networks":[41,50,77,85],"evolved":[42],"with":[43],"modulatory":[44,76],"dynamics.":[45],"The":[46],"analysis":[47],"on":[48],"the":[49,63,103],"shows":[51],"that":[52],"neuromodulation":[53,107],"does":[54],"not":[55],"only":[56],"allow":[57],"for":[58,89],"better":[59],"learning,":[60],"but":[61],"accelerates":[62],"computation":[64],"decision":[66,97],"processes.":[67],"This":[68,92],"appears":[69],"derive":[71],"from":[72],"topological":[73],"features":[74],"displaying":[78],"more":[79],"direct":[80],"sensorymotor":[81],"connections,":[82],"whereas":[83],"non-modulatory":[84],"require":[86],"longer":[87],"pathways":[88],"signal":[90],"processing.":[91],"advantage":[94],"speed":[98],"could":[99],"contribute":[100],"unveil":[102],"fundamental":[104],"role":[105],"computation.":[110],"1.":[111]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2016-06-24T00:00:00"}