{"id":"https://openalex.org/W6930856634","doi":"https://doi.org/10.5281/zenodo.15592900","title":"NeurOptimiser: A General Framework for Neuromorphic Optimisation - Experiment Codes and Dataset","display_name":"NeurOptimiser: A General Framework for Neuromorphic Optimisation - Experiment Codes and Dataset","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W6930856634","doi":"https://doi.org/10.5281/zenodo.15592900"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15592900","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15592900","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15592900","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Cruz-Duarte, Jorge M.","orcid":"https://orcid.org/0000-0003-4494-7864"},"institutions":[{"id":"https://openalex.org/I59807433","display_name":"Universit\u00e9 Lille Nord de France","ror":"https://ror.org/03btvgn05","country_code":"FR","type":"education","lineage":["https://openalex.org/I59807433"]},{"id":"https://openalex.org/I4210138412","display_name":"Centre de recherche Inria Lille - Nord Europe","ror":"https://ror.org/04eej9726","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210138412"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Cruz-Duarte, Jorge M.","raw_affiliation_strings":["Centre de recherche Inria Lille - Nord Europe","Universit\u00e9 Lille Nord de France"],"affiliations":[{"raw_affiliation_string":"Centre de recherche Inria Lille - Nord Europe","institution_ids":["https://openalex.org/I4210138412"]},{"raw_affiliation_string":"Universit\u00e9 Lille Nord de France","institution_ids":["https://openalex.org/I59807433"]}]},{"author_position":"last","author":{"id":null,"display_name":"Talbi, El-Ghazali","orcid":"https://orcid.org/0000-0003-4549-1010"},"institutions":[{"id":"https://openalex.org/I4210138412","display_name":"Centre de recherche Inria Lille - Nord Europe","ror":"https://ror.org/04eej9726","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210138412"]},{"id":"https://openalex.org/I59807433","display_name":"Universit\u00e9 Lille Nord de France","ror":"https://ror.org/03btvgn05","country_code":"FR","type":"education","lineage":["https://openalex.org/I59807433"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Talbi, El-Ghazali","raw_affiliation_strings":["Inria Centre de recherche Lille Nord Europe","Universit\u00e9 Lille Nord de France"],"affiliations":[{"raw_affiliation_string":"Inria Centre de recherche Lille Nord Europe","institution_ids":["https://openalex.org/I4210138412"]},{"raw_affiliation_string":"Universit\u00e9 Lille Nord de France","institution_ids":["https://openalex.org/I59807433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59807433","https://openalex.org/I4210138412"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10447","display_name":"Environmental Toxicology and Ecotoxicology","score":0.1525000035762787,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10447","display_name":"Environmental Toxicology and Ecotoxicology","score":0.1525000035762787,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10765","display_name":"Marine Biology and Ecology Research","score":0.14900000393390656,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12073","display_name":"Isotope Analysis in Ecology","score":0.13860000669956207,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.7411999702453613},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6995999813079834},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6901999711990356},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.6431999802589417},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.5489000082015991},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5415999889373779},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.45089998841285706},{"id":"https://openalex.org/keywords/information-repository","display_name":"Information repository","score":0.3896999955177307},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3747999966144562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8064000010490417},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.7411999702453613},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6995999813079834},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6901999711990356},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6431999802589417},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.5489000082015991},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5415999889373779},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5169000029563904},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.45089998841285706},{"id":"https://openalex.org/C3102742","wikidata":"https://www.wikidata.org/wiki/Q6031177","display_name":"Information repository","level":3,"score":0.3896999955177307},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3747999966144562},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.3741999864578247},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.3612000048160553},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.35659998655319214},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3555000126361847},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3456000089645386},{"id":"https://openalex.org/C112968700","wikidata":"https://www.wikidata.org/wiki/Q11368","display_name":"Unix","level":3,"score":0.34540000557899475},{"id":"https://openalex.org/C167927819","wikidata":"https://www.wikidata.org/wiki/Q1930567","display_name":"Shuffling","level":2,"score":0.3409999907016754},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3294000029563904},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.32170000672340393},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.3158000111579895},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.30889999866485596},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C171730128","wikidata":"https://www.wikidata.org/wiki/Q5227290","display_name":"Data file","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C134835016","wikidata":"https://www.wikidata.org/wiki/Q690265","display_name":"Lookup table","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.15592900","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15592900","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15592900","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15592900","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,37,39,172,365,597,639],"repository":[1,41,121,137,173,641,660],"contains":[2,642],"datasets":[3,180,229],"and":[4,34,57,61,70,82,97,116,152,181,248,322,327,344,348,355,362,393,415,448,483,496,522,545,560,575],"scripts":[5],"generated":[6,215,230,252,410],"from":[7,50,198,209,225,233,240,260,295,314,329,350,371],"experiments":[8,78,199,321,330,343,351,425],"conducted":[9,200],"with":[10,220,255,331,352,412,416,427],"the":[11,21,31,67,74,86,90,103,125,134,205,221,237,256,270,275,320,324,342,375,413,417,442,476,602,623,652,658],"NeurOptimiser":[12,87,127,145,276,614,653],"framework,":[13,146],"as":[14],"described":[15,431],"in":[16,73,133,336,360,401,406,420,432,468,622,648],"related":[17],"publication(s).Please":[18],"refer":[19,440,656],"to":[20,65,111,189,268,283,290,302,309,318,340,373,441,451,464,657],"publication":[22,444],"that":[23,119,435],"cites":[24],"this":[25,120,169,402,428,437,453,457],"dataset":[26,214,429,598],"for":[27,44,245,390,445,490,516,539,569],"detailed":[28,446],"descriptions":[29],"of":[30,85,193],"experimental":[32,48,68,644],"protocols":[33],"results.":[35,449],"About":[36],"Repository":[38,142],"Zenodo":[40,170,461,640],"serves":[42],"exclusively":[43],"reproducibility,":[45],"providing:":[46],"Raw":[47,212,243,354],"data":[49,244,326,347,399],"all":[51],"performed":[52],"benchmark":[53],"runs.":[54],"Experimental":[55],"configurations":[56],"parameter":[58],"files.":[59],"Scripts":[60,262],"processing":[62],"routines":[63],"used":[64,188,400],"generate":[66,323,345,465],"figures":[69],"tables":[71],"reported":[72],"paper.":[75],"The":[76,143,397,424,612],"complete":[77,144],"cover":[79],"functionality,":[80],"scalability,":[81],"runtime":[83,249,394],"performance":[84],"framework":[88,128,615,654],"over":[89],"BBOB":[91,206,293,312],"test":[92,207],"suite":[93,208],"using":[94,201,216,274,287,306,649],"both":[95],"linear":[96],"Izhikevich":[98],"spiking":[99],"neuron":[100],"models.":[101],"Nevertheless,":[102],"information":[104],"provided":[105],"here":[106],"can":[107,161,474],"be":[108,162],"easily":[109],"adapted":[110],"other":[112],"neuromorphic":[113],"optimisation":[114,272],"algorithms":[115],"problems.":[117],"Note":[118],"does":[122],"not":[123],"include":[124],"full":[126,613],"implementation,":[129,149],"which":[130,203,408],"is":[131,155,167,174,404,599,616],"available":[132],"main":[135,178,624,659],"GitHub":[136,625],"linked":[138],"below.":[139],"Full":[140],"Framework":[141,489,515,538,568],"including":[147],"its":[148,619],"source":[150],"code,":[151],"latest":[153],"releases,":[154],"hosted":[156],"at:":[157,164],"https://github.com/neuroptimiser/neuroptimiser":[158],"Its":[159],"documentation":[160],"found":[163],"https://neuroptimiser.github.io/":[165],"What":[166],"inside":[168],"Repository?":[171],"organised":[175],"into":[176],"two":[177],"components:":[179],"scripts.":[182],"Datasets":[183],"exconf.zip:":[184],"YAML":[185,368],"configuration":[186,223,258,369],"files":[187,224,259,370,419],"launch":[190],"each":[191],"batch":[192],"experiments.":[194,376],"exdata-ioh.zip:":[195],"Resulting":[196],"plots":[197,328,349],"exp_00-ioh.py,":[202],"implements":[204],"IOHexperimenter.":[210,332],"exdata-coco.zip:":[211],"results":[213,239,357],"exp_01-coco.py":[217,254,378,414],"script":[218,366],"along":[219],"exp_01-coco-*.yaml":[222],"exconf.zip.":[226,261,421],"ppdata-coco.zip:":[227],"Postprocessed":[228],"by":[231,253],"cocopp":[232],"COCO":[234],"platform":[235],"employing":[236],"raw":[238,325,346,398],"exdata-coco.zip.":[241],"exdata-time.zip:":[242],"timing":[246,391],"analysis":[247,392],"scalability":[250,395],"evaluation,":[251],"time_*.yaml":[257],"Example0.ipynb:":[263],"Jupyter":[264,279,298,388],"notebook":[265,280,299,389,403],"showing":[266,281,300],"how":[267,282,301],"implement":[269,284,303],"simplest":[271],"procedure":[273],"framework.":[277],"Example1.ipynb:":[278],"a":[285,292,304,311,466],"neuroptimiser,":[286,305],"default":[288],"parameters,":[289,308],"solve":[291,310],"problem":[294,313],"IOH.":[296],"Example2.ipynb:":[297],"different":[307],"COCO.":[315,353],"exp_00-ioh.py:":[316],"Script":[317,339],"run":[319,341,374],"Results":[333],"are":[334,358,430],"saved":[335,359,405],"exdata-ioh.zip.":[337],"exp_01-coco.py:":[338],"postprocessed":[356],"exdata-coco.zip":[361],"ppdata-coco.zip,":[363],"respectively.":[364],"requires":[367],"exconf.zip":[372],"python":[377],"./exconf/toy.yaml":[379],"1":[380,381],"#":[382],"Args:":[383],"<config_file>":[384],"<num_batches>":[385],"<batch>":[386],"exp_02-time.ipynb:":[387],"evaluation.":[396],"exdata-time.zip,":[407],"was":[409],"also":[411],"time_*.yamlconfiguration":[418],"Related":[422],"Publication":[423],"associated":[426],"scientific":[433],"publications":[434],"reference":[436],"dataset.":[438],"Please":[439],"corresponding":[443],"methodology":[447],"How":[450],"Reference":[452],"Dataset":[454,523],"When":[455],"citing":[456],"dataset,":[458],"please":[459],"use":[460,475],"citation":[462,467],"panel":[463],"your":[469],"preferred":[470],"format.":[471],"Alternatively,":[472],"you":[473],"following":[477],"formats:":[478],"IEEE":[479],"J.":[480,506,531],"M.":[481,559,633],"Cruz-Duarte":[482],"E.-G.":[484,510,533],"Talbi,":[485,509,561,637],"\"NeurOptimiser:":[486],"A":[487,513,536,566],"General":[488,514,537,567],"Neuromorphic":[491,517,540,570],"Optimisation":[492,518,541,571],"-":[493,519,542,572],"Experiment":[494,520,543,573],"Codes":[495,521,544,574],"Dataset,\"":[497],"Zenodo,":[498,548],"version":[499,586],"1.0.0,":[500,547],"2025.":[501],"DOI:":[502],"10.5281/zenodo.15592900.":[503],"APA":[504],"Cruz-Duarte,":[505,530,634],"M.,":[507],"&":[508],"(2025).":[511],"NeurOptimiser:":[512],"(1.0.0)":[524],"[Data":[525],"set].":[526],"Zenodo.":[527],"https://doi.org/10.5281/zenodo.15592900":[528],"MLA":[529],"M.and":[532],"Talbi.":[534],"Neuroptimiser:":[535],"Dataset.":[546],"4":[549],"June":[550],"2025,":[551,582],"doi:10.5281/zenodo.15592900.":[552],"BibTeX":[553],"@dataset{Cruz2025neuroptimiser-dataset,":[554],"author":[555],"=":[556,564,578,581,584,587,590,593],"{Cruz-Duarte,":[557],"Jorge":[558,632],"El-Ghazali},":[562],"title":[563],"{NeurOptimiser:":[565],"Dataset},":[576],"month":[577],"jun,":[579],"year":[580],"publisher":[583],"{Zenodo},":[585],"{1.0.0},":[588],"doi":[589],"{10.5281/zenodo.15592900},":[591],"url":[592],"{https://doi.org/10.5281/zenodo.15592900},":[594],"}":[595],"License":[596],"released":[600],"under":[601,618],"Creative":[603],"Commons":[604],"Attribution":[605],"4.0":[606],"International":[607],"(CC":[608],"BY":[609],"4.0)":[610],"license.":[611],"distributed":[617],"own":[620],"license":[621],"repository.":[626],"Contact":[627],"For":[628],"questions":[629],"or":[630,650],"collaborations:":[631],"jorge.cruz-duarte@univ-lille.fr":[635],"El-Ghazali":[636],"el-ghazali.talbi@univ-lille.fr":[638],"only":[643],"material.":[645],"Users":[646],"interested":[647],"extending":[651],"should":[655],"above.":[661]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}