{"id":"https://openalex.org/W2067682753","doi":"https://doi.org/10.1109/siu.2014.6830648","title":"Effects of heterogeneity on information processing in biological neural networks","display_name":"Effects of heterogeneity on information processing in biological neural networks","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2067682753","doi":"https://doi.org/10.1109/siu.2014.6830648","mag":"2067682753"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2014.6830648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2014.6830648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.12628/22496","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068643896","display_name":"Ali \u00c7al\u0131m","orcid":"https://orcid.org/0000-0002-3681-6787"},"institutions":[{"id":"https://openalex.org/I3017902709","display_name":"B\u00fclent Ecevit University","ror":"https://ror.org/01dvabv26","country_code":"TR","type":"education","lineage":["https://openalex.org/I3017902709"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ali Calim","raw_affiliation_strings":["Biyomedikal M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, B\u00fclent Ecevit \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Biyomedikal M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, B\u00fclent Ecevit \u00dcniversitesi","institution_ids":["https://openalex.org/I3017902709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070786770","display_name":"Muhammet Uzuntarla","orcid":"https://orcid.org/0000-0003-4827-4492"},"institutions":[{"id":"https://openalex.org/I3017902709","display_name":"B\u00fclent Ecevit University","ror":"https://ror.org/01dvabv26","country_code":"TR","type":"education","lineage":["https://openalex.org/I3017902709"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Muhammet Uzuntarla","raw_affiliation_strings":["Biyomedikal M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, B\u00fclent Ecevit \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Biyomedikal M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, B\u00fclent Ecevit \u00dcniversitesi","institution_ids":["https://openalex.org/I3017902709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101900394","display_name":"Mahmut \u00d6zer","orcid":"https://orcid.org/0000-0001-9310-7090"},"institutions":[{"id":"https://openalex.org/I3017902709","display_name":"B\u00fclent Ecevit University","ror":"https://ror.org/01dvabv26","country_code":"TR","type":"education","lineage":["https://openalex.org/I3017902709"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mahmut Ozer","raw_affiliation_strings":["Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, B\u00fclent Ecevit \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, B\u00fclent Ecevit \u00dcniversitesi","institution_ids":["https://openalex.org/I3017902709"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068643896"],"corresponding_institution_ids":["https://openalex.org/I3017902709"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11965479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"1991","last_page":"1994"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9993000030517578,"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6924220323562622},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.6851400136947632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6397022008895874},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.609337329864502},{"id":"https://openalex.org/keywords/biological-neuron-model","display_name":"Biological neuron model","score":0.5223751664161682},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5188385248184204},{"id":"https://openalex.org/keywords/neuron","display_name":"Neuron","score":0.5172548890113831},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.49131742119789124},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4835243225097656},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.48304373025894165},{"id":"https://openalex.org/keywords/neural-system","display_name":"Neural system","score":0.44495218992233276},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3992895483970642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37042689323425293},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16935089230537415},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15078720450401306},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07834592461585999}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6924220323562622},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.6851400136947632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6397022008895874},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.609337329864502},{"id":"https://openalex.org/C186565885","wikidata":"https://www.wikidata.org/wiki/Q1651163","display_name":"Biological neuron model","level":3,"score":0.5223751664161682},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5188385248184204},{"id":"https://openalex.org/C2778794669","wikidata":"https://www.wikidata.org/wiki/Q43054","display_name":"Neuron","level":2,"score":0.5172548890113831},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.49131742119789124},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4835243225097656},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.48304373025894165},{"id":"https://openalex.org/C2986949344","wikidata":"https://www.wikidata.org/wiki/Q9404","display_name":"Neural system","level":2,"score":0.44495218992233276},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3992895483970642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37042689323425293},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16935089230537415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15078720450401306},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07834592461585999},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2014.6830648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2014.6830648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:acikarsiv.beun.edu.tr:20.500.12628/22496","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12628/22496","pdf_url":null,"source":{"id":"https://openalex.org/S7407055168","display_name":"Zonguldak B\u00fclent Ecevit University Institutional Repository","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:acikarsiv.beun.edu.tr:20.500.12628/22496","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12628/22496","pdf_url":null,"source":{"id":"https://openalex.org/S7407055168","display_name":"Zonguldak B\u00fclent Ecevit University Institutional Repository","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1830818393","https://openalex.org/W1860783201","https://openalex.org/W1985940938","https://openalex.org/W2002165944","https://openalex.org/W2072372521","https://openalex.org/W2093836597","https://openalex.org/W2146666753","https://openalex.org/W2172294131","https://openalex.org/W2331200198","https://openalex.org/W3037706425","https://openalex.org/W3100889734","https://openalex.org/W4211019631"],"related_works":["https://openalex.org/W2915014248","https://openalex.org/W2005581776","https://openalex.org/W2737685141","https://openalex.org/W2065031478","https://openalex.org/W4245945104","https://openalex.org/W2297545632","https://openalex.org/W2050439246","https://openalex.org/W2976721600","https://openalex.org/W2297173007","https://openalex.org/W2623119837"],"abstract_inverted_index":{"In":[0],"this":[1,60,123],"study,":[2,61],"the":[3,8,19,22,26,31,36,47,50,62,79,82,88,97,112,119],"information":[4,32],"coding":[5],"issue":[6],"in":[7,46,59,68],"nervous":[9],"system":[10],"is":[11,39,94],"investigated.":[12,127],"By":[13],"using":[14],"mathematical":[15],"equations":[16],"for":[17,87,104],"modeling":[18],"dynamics":[20],"of":[21,25,35,44,70,81,90,108,114],"basic":[23],"units":[24],"system,":[27,121],"which":[28],"are":[29,64,126],"neurons,":[30],"processing":[33,89],"performance":[34,102],"neuron":[37,54,98],"populations":[38,55,63,83],"systematically":[40],"studied.":[41],"As":[42],"most":[43],"studies":[45],"literature":[48],"investigate":[49],"subject":[51],"by":[52],"considering":[53,78],"as":[56,66],"homogenous":[57],"systems,":[58],"considered":[65],"heterogeneous":[67],"terms":[69],"neuronal":[71,91],"excitability.":[72],"The":[73],"obtained":[74],"results":[75],"demonstrate":[76],"that":[77,96],"heterogeneity":[80],"provides":[84],"significant":[85],"advantages":[86],"information.":[92],"It":[93],"shown":[95],"population":[99],"exhibits":[100],"maximal":[101],"(resonance)":[103],"two":[105],"different":[106],"levels":[107],"network":[109],"heterogeneity.":[110],"Moreover,":[111],"influences":[113],"other":[115],"biological":[116],"parameters,":[117],"forming":[118],"whole":[120],"on":[122],"double-resonance":[124],"phenomenon":[125]},"counts_by_year":[],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
