{"id":"https://openalex.org/W4408432941","doi":"https://doi.org/10.1088/2634-4386/adc0b8","title":"Probabilistic computing with percolating nanoparticle networks using experimental data with signatures of criticality","display_name":"Probabilistic computing with percolating nanoparticle networks using experimental data with signatures of criticality","publication_year":2025,"publication_date":"2025-03-01","ids":{"openalex":"https://openalex.org/W4408432941","doi":"https://doi.org/10.1088/2634-4386/adc0b8"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/adc0b8","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/adc0b8","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1088/2634-4386/adc0b8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093252901","display_name":"Sofie J. Studholme","orcid":"https://orcid.org/0009-0006-6066-680X"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]},{"id":"https://openalex.org/I99121787","display_name":"MacDiarmid Institute for Advanced Materials and Nanotechnology","ror":"https://ror.org/04gjfdj81","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I41156924","https://openalex.org/I99121787"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Sofie J Studholme","raw_affiliation_strings":["The MacDiarmid Institute for Advanced Materials and Nanotechnology, School of Physical and Chemical Sciences, Te Kura Mat\u016b, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand"],"raw_orcid":"https://orcid.org/0009-0006-6066-680X","affiliations":[{"raw_affiliation_string":"The MacDiarmid Institute for Advanced Materials and Nanotechnology, School of Physical and Chemical Sciences, Te Kura Mat\u016b, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand","institution_ids":["https://openalex.org/I185492890","https://openalex.org/I99121787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015148513","display_name":"Joshua B. Mallinson","orcid":"https://orcid.org/0000-0001-6611-245X"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]},{"id":"https://openalex.org/I99121787","display_name":"MacDiarmid Institute for Advanced Materials and Nanotechnology","ror":"https://ror.org/04gjfdj81","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I41156924","https://openalex.org/I99121787"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Joshua B Mallinson","raw_affiliation_strings":["The MacDiarmid Institute for Advanced Materials and Nanotechnology, School of Physical and Chemical Sciences, Te Kura Mat\u016b, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand"],"raw_orcid":"https://orcid.org/0000-0001-6611-245X","affiliations":[{"raw_affiliation_string":"The MacDiarmid Institute for Advanced Materials and Nanotechnology, School of Physical and Chemical Sciences, Te Kura Mat\u016b, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand","institution_ids":["https://openalex.org/I185492890","https://openalex.org/I99121787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113045679","display_name":"Jamie Steel","orcid":"https://orcid.org/0000-0003-4370-5695"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]},{"id":"https://openalex.org/I99121787","display_name":"MacDiarmid Institute for Advanced Materials and Nanotechnology","ror":"https://ror.org/04gjfdj81","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I41156924","https://openalex.org/I99121787"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Jamie K Steel","raw_affiliation_strings":["The MacDiarmid Institute for Advanced Materials and Nanotechnology, School of Physical and Chemical Sciences, Te Kura Mat\u016b, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand"],"raw_orcid":"https://orcid.org/0000-0003-4370-5695","affiliations":[{"raw_affiliation_string":"The MacDiarmid Institute for Advanced Materials and Nanotechnology, School of Physical and Chemical Sciences, Te Kura Mat\u016b, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand","institution_ids":["https://openalex.org/I185492890","https://openalex.org/I99121787"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101662348","display_name":"S. A. Brown","orcid":"https://orcid.org/0000-0002-6041-4331"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]},{"id":"https://openalex.org/I99121787","display_name":"MacDiarmid Institute for Advanced Materials and Nanotechnology","ror":"https://ror.org/04gjfdj81","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I41156924","https://openalex.org/I99121787"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Simon A Brown","raw_affiliation_strings":["The MacDiarmid Institute for Advanced Materials and Nanotechnology, School of Physical and Chemical Sciences, Te Kura Mat\u016b, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-6041-4331","affiliations":[{"raw_affiliation_string":"The MacDiarmid Institute for Advanced Materials and Nanotechnology, School of Physical and Chemical Sciences, Te Kura Mat\u016b, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand","institution_ids":["https://openalex.org/I185492890","https://openalex.org/I99121787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2835,"currency":"USD","value_usd":2835},"apc_paid":{"value":2835,"currency":"USD","value_usd":2835},"fwci":3.3735,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91801446,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"5","issue":"1","first_page":"014017","last_page":"014017"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.955299973487854,"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":0.955299973487854,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9550999999046326,"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/criticality","display_name":"Criticality","score":0.8211277723312378},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7139137387275696},{"id":"https://openalex.org/keywords/nanoparticle","display_name":"Nanoparticle","score":0.5453859567642212},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5422249436378479},{"id":"https://openalex.org/keywords/self-organized-criticality","display_name":"Self-organized criticality","score":0.4406544864177704},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3606143891811371},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.32472938299179077},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.31808164715766907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22815027832984924},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17811262607574463},{"id":"https://openalex.org/keywords/nuclear-physics","display_name":"Nuclear physics","score":0.07210439443588257}],"concepts":[{"id":"https://openalex.org/C125611927","wikidata":"https://www.wikidata.org/wiki/Q17008131","display_name":"Criticality","level":2,"score":0.8211277723312378},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7139137387275696},{"id":"https://openalex.org/C155672457","wikidata":"https://www.wikidata.org/wiki/Q61231","display_name":"Nanoparticle","level":2,"score":0.5453859567642212},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5422249436378479},{"id":"https://openalex.org/C103200210","wikidata":"https://www.wikidata.org/wiki/Q1326714","display_name":"Self-organized criticality","level":3,"score":0.4406544864177704},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3606143891811371},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32472938299179077},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.31808164715766907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22815027832984924},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17811262607574463},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.07210439443588257}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2634-4386/adc0b8","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/adc0b8","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cc8fabbfb7394980b1115f21ea785405","is_oa":true,"landing_page_url":"https://doaj.org/article/cc8fabbfb7394980b1115f21ea785405","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuromorphic Computing and Engineering, Vol 5, Iss 1, p 014017 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/adc0b8","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/adc0b8","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327885","display_name":"MacDiarmid Institute for Advanced Materials and Nanotechnology","ror":"https://ror.org/04gjfdj81"},{"id":"https://openalex.org/F4320335369","display_name":"Marsden Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1597286183","https://openalex.org/W1971985166","https://openalex.org/W2047989746","https://openalex.org/W2103179919","https://openalex.org/W2187345826","https://openalex.org/W2417863416","https://openalex.org/W2767939831","https://openalex.org/W2775241190","https://openalex.org/W2887258823","https://openalex.org/W2973749712","https://openalex.org/W2974181993","https://openalex.org/W2985606391","https://openalex.org/W3003595291","https://openalex.org/W3018624892","https://openalex.org/W3205629540","https://openalex.org/W3210784788","https://openalex.org/W3213043922","https://openalex.org/W4210357113","https://openalex.org/W4285185117","https://openalex.org/W4295037454","https://openalex.org/W4324290543","https://openalex.org/W4386711264","https://openalex.org/W4388630468","https://openalex.org/W4393379008","https://openalex.org/W4401797661","https://openalex.org/W4403094749","https://openalex.org/W4403599590","https://openalex.org/W6907861883"],"related_works":["https://openalex.org/W2374680103","https://openalex.org/W2025833924","https://openalex.org/W2062930284","https://openalex.org/W1991406483","https://openalex.org/W2382884450","https://openalex.org/W2005846421","https://openalex.org/W2391907847","https://openalex.org/W2246292899","https://openalex.org/W1575227750","https://openalex.org/W2002104767"],"abstract_inverted_index":{"Abstract":[0],"Percolating":[1],"networks":[2],"of":[3,75,93,103,108,127],"nanoparticles":[4],"(PNNs)":[5],"are":[6],"promising":[7],"systems":[8,142],"for":[9,28,38,137],"neuromorphic":[10],"computing":[11,65],"due":[12],"to":[13,33,72,85,95],"their":[14],"brain-like":[15],"network":[16],"structure":[17],"and":[18,41,90,116,133],"dynamics.":[19],"In":[20],"particular,":[21],"electrical":[22],"spiking":[23,52],"in":[24,62,105,123],"PNNs":[25,53],"meets":[26],"criteria":[27],"criticality,":[29],"which":[30],"is":[31],"thought":[32],"be":[34,55],"the":[35,58,86,101,106,109,124,131,138],"operating":[36],"point":[37],"biological":[39],"brains":[40],"associated":[42],"with":[43],"optimal":[44],"computation.":[45],"Previous":[46],"work":[47],"showed":[48],"through":[49],"simulations":[50],"that":[51],"can":[54],"used":[56,89],"as":[57],"core":[59],"stochastic":[60],"component":[61],"a":[63,70],"probabilistic":[64],"scheme.":[66],"Here,":[67],"we":[68,99],"demonstrate":[69,91],"route":[71],"experimental":[73],"implementation":[74],"an":[76,82],"integer":[77,110],"factorization":[78,92,111],"algorithm.":[79],"We":[80,119],"outline":[81],"important":[83],"modification":[84],"algorithm":[87],"previously":[88],"up":[94],"six-digit":[96],"integers.":[97],"Finally,":[98],"explore":[100],"effect":[102],"criticality":[104],"context":[107],"task":[112,139],"by":[113,130],"comparing":[114],"critical":[115,132,141],"non-critical":[117,134],"systems.":[118],"show":[120],"significant":[121],"differences":[122],"probability":[125],"distribution":[126],"states":[128],"generated":[129],"systems,":[135],"though":[136],"considered,":[140],"provide":[143],"no":[144],"advantage.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}