{"id":"https://openalex.org/W2122736716","doi":"https://doi.org/10.1109/ijcnn.2003.1223919","title":"A new structure of large-neighborhood cellular nonlinear network (LN-CNN)","display_name":"A new structure of large-neighborhood cellular nonlinear network (LN-CNN)","publication_year":2004,"publication_date":"2004-03-22","ids":{"openalex":"https://openalex.org/W2122736716","doi":"https://doi.org/10.1109/ijcnn.2003.1223919","mag":"2122736716"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1223919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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/A5033231020","display_name":"Chiu-Hung Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chiu-Hung Cheng","raw_affiliation_strings":["Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047510263","display_name":"Sheng-Hao Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Hao Chen","raw_affiliation_strings":["Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100891149","display_name":"Li-Ju Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Ju Lin","raw_affiliation_strings":["Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062622717","display_name":"Kuan-Hsun Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuan-Hsun Huang","raw_affiliation_strings":["Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105420371","display_name":"Chung-Yu Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Yu Wu","raw_affiliation_strings":["Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanoelectronics and Giga-scale Systems Laboratory, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Nanoelectronics & Giga-scale Syst. Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2495,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66946018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1497","last_page":"1501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9970999956130981,"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/T10320","display_name":"Neural Networks and Applications","score":0.9961000084877014,"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/cellular-neural-network","display_name":"Cellular neural network","score":0.8582074642181396},{"id":"https://openalex.org/keywords/template","display_name":"Template","score":0.824006974697113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7033592462539673},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5627583265304565},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.5393881797790527},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.525874137878418},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.483721524477005},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4318048357963562},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4215508997440338},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.381072461605072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31685584783554077},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16823750734329224},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.15535634756088257},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09381526708602905},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.08784785866737366},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08289885520935059}],"concepts":[{"id":"https://openalex.org/C812465","wikidata":"https://www.wikidata.org/wiki/Q5058375","display_name":"Cellular neural network","level":3,"score":0.8582074642181396},{"id":"https://openalex.org/C82714645","wikidata":"https://www.wikidata.org/wiki/Q438331","display_name":"Template","level":2,"score":0.824006974697113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7033592462539673},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5627583265304565},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.5393881797790527},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.525874137878418},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.483721524477005},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4318048357963562},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4215508997440338},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.381072461605072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31685584783554077},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16823750734329224},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.15535634756088257},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09381526708602905},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.08784785866737366},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08289885520935059},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2003.1223919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1503979119","https://openalex.org/W2027186012","https://openalex.org/W2056717940","https://openalex.org/W2062343786","https://openalex.org/W2098268011","https://openalex.org/W2130416988","https://openalex.org/W2139153119","https://openalex.org/W2158076333","https://openalex.org/W2160121923","https://openalex.org/W2167218059","https://openalex.org/W2913337748","https://openalex.org/W4292365908"],"related_works":["https://openalex.org/W2121300814","https://openalex.org/W4234406076","https://openalex.org/W1886613375","https://openalex.org/W4236081792","https://openalex.org/W4250583430","https://openalex.org/W1530050325","https://openalex.org/W206608699","https://openalex.org/W2024633643","https://openalex.org/W2489260869","https://openalex.org/W2000135173"],"abstract_inverted_index":{"In":[0,43,75],"this":[1],"paper,":[2],"a":[3,63],"novel":[4],"large":[5],"neighborhood":[6,31],"cellular":[7],"nonlinear":[8],"network":[9],"(LN-CNN)":[10],"structure":[11,19,170],"is":[12,70,179],"proposed":[13,17,112,168],"and":[14,24,40,46,125,133,144,155],"analyzed.":[15],"The":[16,138,182],"LN-CNN":[18,113,116,169,175],"can":[20,107],"realize":[21],"both":[22,44],"A":[23,45],"B":[25,47],"templates":[26,143],"with":[27],"more":[28],"than":[29],"two":[30],"layers":[32,152],"without":[33],"complex":[34],"direct":[35],"connections":[36,86,93],"between":[37],"neural":[38],"cell":[39],"neighboring":[41,55],"cells.":[42,74],"templates,":[48],"the":[49,59,67,77,82,95,100,111,115,141,148,159,164,167,172,189],"first":[50],"layer":[51,69],"defined":[52,71],"by":[53,72],"4":[54,60],"cells":[56],"located":[57],"at":[58],"corners":[61],"of":[62,81,166,174],"diamond":[64],"shape":[65],"whereas":[66],"second":[68],"8":[73,85],"realizing":[76],"12":[78,92],"template":[79,145],"coefficients":[80,146],"template,":[83],"only":[84],"are":[87,153],"required":[88,101],"as":[89,119],"compared":[90],"to":[91,171],"in":[94,135,147,188],"conventional":[96],"CNN":[97],"structure.":[98],"Thus":[99],"chip":[102],"area":[103],"for":[104],"synaptic":[105],"connection":[106],"be":[108,186],"reduced,":[109],"Using":[110],"structure,":[114],"functions,":[117],"such":[118],"noise":[120],"removing,":[121],"Muller-Layer":[122],"arrowhead":[123],"illusion,":[124],"connected":[126],"component":[127],"detection,":[128],"have":[129],"been":[130],"successfully":[131],"realized":[132,142],"verified":[134],"Matlab":[136],"simulations.":[137],"constraints":[139],"on":[140],"third":[149],"or":[150],"higher":[151],"analyzed":[154],"discussed.":[156],"Based":[157],"upon":[158],"above":[160],"successful":[161],"simulation":[162],"results,":[163],"application":[165],"design":[173],"universal":[176],"machine":[177],"(LN-CNNUM)":[178],"quite":[180],"feasible.":[181],"related":[183],"research":[184],"will":[185],"conducted":[187],"future.":[190]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}