{"id":"https://openalex.org/W3082750130","doi":"https://doi.org/10.1109/icaci49185.2020.9177803","title":"A Study of Prefrontal Cortex Task Switching Using Spiking Neural Networks","display_name":"A Study of Prefrontal Cortex Task Switching Using Spiking Neural Networks","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3082750130","doi":"https://doi.org/10.1109/icaci49185.2020.9177803","mag":"3082750130"},"language":"en","primary_location":{"id":"doi:10.1109/icaci49185.2020.9177803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci49185.2020.9177803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 12th International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5033023179","display_name":"Kartik Viswanathan","orcid":null},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"K. Ashwin Viswanathan","raw_affiliation_strings":["Department of Compute Science, Oklahoma State University, Stillwater, USA"],"affiliations":[{"raw_affiliation_string":"Department of Compute Science, Oklahoma State University, Stillwater, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062925736","display_name":"Goutam Mylavarapu","orcid":null},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Goutam Mylavarapu","raw_affiliation_strings":["Department of Compute Science, Oklahoma State University, Stillwater, USA"],"affiliations":[{"raw_affiliation_string":"Department of Compute Science, Oklahoma State University, Stillwater, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444482","display_name":"Kun Chen","orcid":"https://orcid.org/0000-0003-2370-5372"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun Chen","raw_affiliation_strings":["Department of Compute Science, Oklahoma State University, Stillwater, USA"],"affiliations":[{"raw_affiliation_string":"Department of Compute Science, Oklahoma State University, Stillwater, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056232741","display_name":"Johnson P. Thomas","orcid":"https://orcid.org/0000-0002-4698-8072"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johnson P Thomas","raw_affiliation_strings":["Department of Compute Science, Oklahoma State University, Stillwater, USA"],"affiliations":[{"raw_affiliation_string":"Department of Compute Science, Oklahoma State University, Stillwater, USA","institution_ids":["https://openalex.org/I115475287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033023179"],"corresponding_institution_ids":["https://openalex.org/I115475287"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08017395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"199","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9970999956130981,"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/spiking-neural-network","display_name":"Spiking neural network","score":0.743674099445343},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.7122091054916382},{"id":"https://openalex.org/keywords/prefrontal-cortex","display_name":"Prefrontal cortex","score":0.681961178779602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6276307702064514},{"id":"https://openalex.org/keywords/excitatory-postsynaptic-potential","display_name":"Excitatory postsynaptic potential","score":0.6223902702331543},{"id":"https://openalex.org/keywords/synaptic-weight","display_name":"Synaptic weight","score":0.6076497435569763},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5361172556877136},{"id":"https://openalex.org/keywords/long-term-potentiation","display_name":"Long-term potentiation","score":0.5281474590301514},{"id":"https://openalex.org/keywords/synaptic-plasticity","display_name":"Synaptic plasticity","score":0.5166571140289307},{"id":"https://openalex.org/keywords/spike-timing-dependent-plasticity","display_name":"Spike-timing-dependent plasticity","score":0.5092915296554565},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49516811966896057},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.4198700189590454},{"id":"https://openalex.org/keywords/inhibitory-postsynaptic-potential","display_name":"Inhibitory postsynaptic potential","score":0.39960092306137085},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.39859047532081604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38806506991386414},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2785694897174835},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16435006260871887}],"concepts":[{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.743674099445343},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.7122091054916382},{"id":"https://openalex.org/C2781195155","wikidata":"https://www.wikidata.org/wiki/Q18680","display_name":"Prefrontal cortex","level":3,"score":0.681961178779602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6276307702064514},{"id":"https://openalex.org/C112592302","wikidata":"https://www.wikidata.org/wiki/Q1207387","display_name":"Excitatory postsynaptic potential","level":3,"score":0.6223902702331543},{"id":"https://openalex.org/C66949984","wikidata":"https://www.wikidata.org/wiki/Q7662043","display_name":"Synaptic weight","level":3,"score":0.6076497435569763},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5361172556877136},{"id":"https://openalex.org/C25274449","wikidata":"https://www.wikidata.org/wiki/Q1805481","display_name":"Long-term potentiation","level":3,"score":0.5281474590301514},{"id":"https://openalex.org/C98229152","wikidata":"https://www.wikidata.org/wiki/Q1551556","display_name":"Synaptic plasticity","level":3,"score":0.5166571140289307},{"id":"https://openalex.org/C159919123","wikidata":"https://www.wikidata.org/wiki/Q7577157","display_name":"Spike-timing-dependent plasticity","level":4,"score":0.5092915296554565},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49516811966896057},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.4198700189590454},{"id":"https://openalex.org/C17077164","wikidata":"https://www.wikidata.org/wiki/Q1185869","display_name":"Inhibitory postsynaptic potential","level":2,"score":0.39960092306137085},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.39859047532081604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38806506991386414},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2785694897174835},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16435006260871887},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaci49185.2020.9177803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci49185.2020.9177803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 12th International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W101771737","https://openalex.org/W345956458","https://openalex.org/W1486852018","https://openalex.org/W1539848741","https://openalex.org/W1541021194","https://openalex.org/W1570411240","https://openalex.org/W1671279920","https://openalex.org/W1926086117","https://openalex.org/W1982580897","https://openalex.org/W1992553948","https://openalex.org/W1993679986","https://openalex.org/W1995048633","https://openalex.org/W2006370340","https://openalex.org/W2027435343","https://openalex.org/W2061511614","https://openalex.org/W2071783141","https://openalex.org/W2091469633","https://openalex.org/W2097863906","https://openalex.org/W2108133644","https://openalex.org/W2116732029","https://openalex.org/W2138270641","https://openalex.org/W2151542182","https://openalex.org/W2157995222","https://openalex.org/W2159475523","https://openalex.org/W2167666016","https://openalex.org/W2167810114","https://openalex.org/W2168367599","https://openalex.org/W2168558032","https://openalex.org/W2180809782","https://openalex.org/W2234553968","https://openalex.org/W2352169702","https://openalex.org/W2782524587","https://openalex.org/W2809297889","https://openalex.org/W2945715304","https://openalex.org/W2969331319","https://openalex.org/W3120740533","https://openalex.org/W4238210148","https://openalex.org/W4238614602","https://openalex.org/W4244403854","https://openalex.org/W4403658645","https://openalex.org/W6632443190","https://openalex.org/W6674546347","https://openalex.org/W6873462794"],"related_works":["https://openalex.org/W4391232523","https://openalex.org/W3126544799","https://openalex.org/W2998073245","https://openalex.org/W2944910788","https://openalex.org/W4282924888","https://openalex.org/W1971367829","https://openalex.org/W2376191914","https://openalex.org/W1989034907","https://openalex.org/W2736237086","https://openalex.org/W3134468899"],"abstract_inverted_index":{"In":[0,93],"this":[1,94,196],"work":[2],"we":[3,96,144],"study":[4,137],"the":[5,27,81,105,112,116,136,176,202,208],"behavior":[6,114],"of":[7,67,115,138,178,190],"Prefrontal":[8],"Cortex":[9],"(PFC)":[10],"and":[11,56,70,79,87,118,150,167,183,188],"understand":[12],"its":[13,184],"role":[14],"in":[15,84,90,126,135,195,207],"task":[16,153],"switching":[17,113],"by":[18,123],"developing":[19],"a":[20,127],"biologically":[21,36],"based":[22],"computational":[23],"model.":[24],"We":[25,110],"build":[26],"PFC":[28,106],"neurons":[29,73,83,89,117],"using":[30,45],"Spiking":[31],"Neural":[32],"Networks":[33],"(SNN)":[34],"with":[35,130,201],"realizable":[37],"features":[38],"having":[39],"lateral":[40],"inhibition,":[41],"synaptic":[42,120],"weight":[43,121],"changes":[44,154],"unsupervised":[46],"Spike":[47],"Timing":[48],"Dependant":[49],"Plasticity":[50],"(STDP)":[51],"learning":[52],"rule,":[53],"spiking":[54],"threshold":[55],"biological":[57,156],"ranges":[58],"for":[59,104],"neuronal":[60,204],"parameter":[61],"values.":[62],"The":[63,192],"SNN":[64],"is":[65],"composed":[66],"Leaky":[68],"Integrate":[69],"Fire":[71],"(LIF)":[72],"which":[74],"are":[75],"efficient":[76],"to":[77,108,152],"model":[78,148],"represents":[80],"Excitatory":[82],"Glutamate":[85],"layer":[86],"Inhibitory":[88],"GABA":[91],"layer.":[92],"implementation":[95],"use":[97],"two":[98],"real":[99,131],"world":[100,132],"datasets":[101],"as":[102],"tasks":[103,182],"network":[107],"learn.":[109],"demonstrate":[111],"their":[119],"adaptations":[122],"formulating":[124],"experiments":[125,143],"manner":[128],"consistent":[129],"trials":[133],"used":[134],"cognitive":[139],"psychology.":[140],"Using":[141],"these":[142],"show":[145],"how":[146],"our":[147],"adapts":[149],"responds":[151],"exhibiting":[155],"behaviors":[157],"like":[158],"Long":[159,163],"Term":[160,164],"Potentiation":[161],"(LTP),":[162],"Depression":[165],"(LTD)":[166],"Task-set":[168],"reconfiguration":[169],"(TSR)":[170],"thereby":[171],"giving":[172],"insights":[173],"into":[174],"understanding":[175],"importance":[177],"duration":[179],"between":[180],"changing":[181],"effect":[185],"on":[186],"performance":[187],"efficacies":[189],"multi-tasking.":[191],"results":[193],"shown":[194],"paper":[197],"relate":[198],"favorably":[199],"well":[200],"natural":[203],"responses":[205],"found":[206],"brain.":[209]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
