{"id":"https://openalex.org/W1543537253","doi":"https://doi.org/10.1109/ijcnn.2005.1556234","title":"Learning with single integrate-and-fire neuron","display_name":"Learning with single integrate-and-fire neuron","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W1543537253","doi":"https://doi.org/10.1109/ijcnn.2005.1556234","mag":"1543537253"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1556234","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556234","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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/A5047803751","display_name":"Abhishek Kumar Yadav","orcid":"https://orcid.org/0000-0001-8434-1504"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"A. Yadav","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","institution_ids":["https://openalex.org/I94234084"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030974286","display_name":"Deepak Mishra","orcid":"https://orcid.org/0000-0002-4078-9400"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Mishra","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","institution_ids":["https://openalex.org/I94234084"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065530636","display_name":"Ram Narayan Yadav","orcid":"https://orcid.org/0000-0002-3635-5925"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R.N. Yadav","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","institution_ids":["https://openalex.org/I94234084"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102750381","display_name":"Sajeeb Kumar Ray","orcid":"https://orcid.org/0009-0007-9910-7551"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Ray","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","institution_ids":["https://openalex.org/I94234084"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057869785","display_name":"Prem Kalra","orcid":"https://orcid.org/0000-0002-8740-2461"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P.K. Kalra","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Kanpur, India","institution_ids":["https://openalex.org/I94234084"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5047803751"],"corresponding_institution_ids":["https://openalex.org/I94234084"],"apc_list":null,"apc_paid":null,"fwci":1.2237,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77049755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"2156","last_page":"2161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998999834060669,"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/T10320","display_name":"Neural Networks and Applications","score":0.9998999834060669,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9909999966621399,"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":0.7470197081565857},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7249453663825989},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5920547246932983},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5834397673606873},{"id":"https://openalex.org/keywords/artificial-neuron","display_name":"Artificial neuron","score":0.5521496534347534},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5355852246284485},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5254209041595459},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.5134159326553345},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.43755006790161133},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40701228380203247},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36566126346588135}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7470197081565857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7249453663825989},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5920547246932983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5834397673606873},{"id":"https://openalex.org/C2776990819","wikidata":"https://www.wikidata.org/wiki/Q177058","display_name":"Artificial neuron","level":3,"score":0.5521496534347534},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5355852246284485},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5254209041595459},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.5134159326553345},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.43755006790161133},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40701228380203247},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36566126346588135},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2005.1556234","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556234","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W168968800","https://openalex.org/W950082919","https://openalex.org/W1486735428","https://openalex.org/W1512919067","https://openalex.org/W1535810436","https://openalex.org/W1556355645","https://openalex.org/W1995341919","https://openalex.org/W2011306557","https://openalex.org/W2018473154","https://openalex.org/W2098197279","https://openalex.org/W2106382381","https://openalex.org/W2128821747","https://openalex.org/W2130099833","https://openalex.org/W2141016978","https://openalex.org/W2159417066","https://openalex.org/W2188850810","https://openalex.org/W2482792214","https://openalex.org/W2544714810","https://openalex.org/W2895674046","https://openalex.org/W3141534333","https://openalex.org/W4251731575","https://openalex.org/W6632223199","https://openalex.org/W6792390115"],"related_works":["https://openalex.org/W2977982891","https://openalex.org/W4298111019","https://openalex.org/W4315435472","https://openalex.org/W2296440556","https://openalex.org/W2170343060","https://openalex.org/W2076543106","https://openalex.org/W2053362666","https://openalex.org/W2088798842","https://openalex.org/W1482859693","https://openalex.org/W2103292044"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,7,21,34,44,53],"learning":[4],"algorithm":[5],"for":[6,16,39],"single":[8,35],"integrate-and-fire":[9],"neuron":[10],"(IFN)":[11],"is":[12,27,31,37,70],"proposed":[13],"and":[14,59,64],"tested":[15],"various":[17],"applications":[18,41],"in":[19,48,80],"which":[20],"multilayer":[22],"perceptron":[23],"based":[24],"neural":[25,55,83],"network":[26,84],"conventionally":[28],"used.":[29],"It":[30,69],"found":[32],"that":[33,42,72],"IFN":[36],"sufficient":[38],"the":[40,73],"require":[43],"number":[45],"of":[46,52,62,75],"neurons":[47],"different":[49],"hidden":[50],"layers":[51],"conventional":[54],"network.":[56],"Several":[57],"benchmark":[58],"real-life":[60],"problems":[61],"classification":[63],"function-approximation":[65],"have":[66],"been":[67],"illustrated.":[68],"observed":[71],"inclusion":[74],"some":[76],"more":[77,88],"biological":[78],"phenomenon":[79],"an":[81],"artificial":[82],"can":[85],"make":[86],"it":[87],"powerful.":[89]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}