{"id":"https://openalex.org/W2141395782","doi":"https://doi.org/10.1007/s00500-014-1515-2","title":"Spiking neural network vs multilayer perceptron: who is the winner in the racing car computer game","display_name":"Spiking neural network vs multilayer perceptron: who is the winner in the racing car computer game","publication_year":2014,"publication_date":"2014-12-02","ids":{"openalex":"https://openalex.org/W2141395782","doi":"https://doi.org/10.1007/s00500-014-1515-2","mag":"2141395782"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-014-1515-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-014-1515-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-014-1515-2.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00500-014-1515-2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036575786","display_name":"Urszula Markowska\u2013Kaczmar","orcid":"https://orcid.org/0000-0001-7606-3057"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Urszula Markowska-Kaczmar","raw_affiliation_strings":["Wroclaw University of Technology, Wyb. Wyspianskiego 27, Wroc\u0142aw, Poland","Wroclaw University of Technology. Wroclaw. Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Technology, Wyb. Wyspianskiego 27, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Wroclaw University of Technology. Wroclaw. Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050650305","display_name":"Mateusz Koldowski","orcid":null},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mateusz Koldowski","raw_affiliation_strings":["Wroclaw University of Technology, Wyb. Wyspianskiego 27, Wroc\u0142aw, Poland","Wroclaw University of Technology. Wroclaw. Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Technology, Wyb. Wyspianskiego 27, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Wroclaw University of Technology. Wroclaw. Poland","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036575786"],"corresponding_institution_ids":["https://openalex.org/I11923345"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.2093,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.61513246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"19","issue":"12","first_page":"3465","last_page":"3478"},"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":0.9977999925613403,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.8219115138053894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6487864851951599},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6374086141586304},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6186890602111816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6169074177742004},{"id":"https://openalex.org/keywords/computer-game","display_name":"Computer game","score":0.526585042476654},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.4410235583782196},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.4210284352302551},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4003548324108124},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3204120993614197},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.057998329401016235}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8219115138053894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6487864851951599},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6374086141586304},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6186890602111816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6169074177742004},{"id":"https://openalex.org/C3020701032","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Computer game","level":2,"score":0.526585042476654},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.4410235583782196},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.4210284352302551},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4003548324108124},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3204120993614197},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.057998329401016235}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-014-1515-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-014-1515-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-014-1515-2.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00500-014-1515-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-014-1515-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-014-1515-2.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2141395782.pdf","grobid_xml":"https://content.openalex.org/works/W2141395782.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W25946478","https://openalex.org/W38218484","https://openalex.org/W1510690045","https://openalex.org/W1512045620","https://openalex.org/W1542782021","https://openalex.org/W1553807164","https://openalex.org/W1599105596","https://openalex.org/W1607003450","https://openalex.org/W1927411745","https://openalex.org/W2010659032","https://openalex.org/W2022908762","https://openalex.org/W2033343080","https://openalex.org/W2035031424","https://openalex.org/W2061094363","https://openalex.org/W2075874755","https://openalex.org/W2078964270","https://openalex.org/W2096166399","https://openalex.org/W2108157381","https://openalex.org/W2118916601","https://openalex.org/W2125949049","https://openalex.org/W2139038269","https://openalex.org/W2142183404","https://openalex.org/W2145040318","https://openalex.org/W2146461161","https://openalex.org/W2156773695","https://openalex.org/W2158845450","https://openalex.org/W2164653071","https://openalex.org/W2170777527","https://openalex.org/W4238614602"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624","https://openalex.org/W4286643620"],"abstract_inverted_index":{"The":[0,13],"paper":[1],"presents":[2],"two":[3,16],"neural":[4,19,26],"based":[5],"controllers":[6,14],"for":[7],"the":[8],"computer":[9],"car":[10],"racing":[11],"game.":[12],"represent":[15],"generations":[17],"of":[18,36],"networks\u2014a":[20],"multilayer":[21],"perceptron":[22],"and":[23,42],"a":[24],"spiking":[25],"network.":[27],"They":[28],"are":[29],"trained":[30],"by":[31],"an":[32],"evolutionary":[33],"algorithm.":[34],"Efficiency":[35],"both":[37],"approaches":[38],"is":[39],"experimentally":[40],"tested":[41],"statistically":[43],"analyzed.":[44]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
