{"id":"https://openalex.org/W3008339781","doi":"https://doi.org/10.5220/0005077902100217","title":"A Walk in the Statistical Mechanical Formulation of Neural Networks - Alternative Routes to Hebb Prescription","display_name":"A Walk in the Statistical Mechanical Formulation of Neural Networks - Alternative Routes to Hebb Prescription","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W3008339781","doi":"https://doi.org/10.5220/0005077902100217","mag":"3008339781"},"language":"en","primary_location":{"id":"doi:10.5220/0005077902100217","is_oa":false,"landing_page_url":"http://doi.org/10.5220/0005077902100217","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 Conference on Neural Computation Theory and Applications","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/A5041457930","display_name":"Elena Agliari","orcid":"https://orcid.org/0000-0002-5121-3511"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Elena Agliari","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011672584","display_name":"Adriano Barra","orcid":"https://orcid.org/0000-0003-4255-7678"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Adriano Barra","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036037034","display_name":"Andrea Galluzzi","orcid":"https://orcid.org/0009-0001-9994-7055"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Galluzzi","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059490353","display_name":"Daniele Tantari","orcid":"https://orcid.org/0000-0001-9982-5720"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Tantari","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036910885","display_name":"Flavia Tavani","orcid":"https://orcid.org/0009-0004-0315-9399"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Flavia Tavani","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041457930"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":0.4229,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79148242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"210","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9986000061035156,"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":0.9986000061035156,"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/T10591","display_name":"Theoretical and Computational Physics","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9868999719619751,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5926963090896606},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.5512455701828003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5297442674636841},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.440498411655426},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3239235281944275},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13085705041885376},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09130251407623291}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5926963090896606},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.5512455701828003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5297442674636841},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.440498411655426},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3239235281944275},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13085705041885376},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09130251407623291},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.5220/0005077902100217","is_oa":false,"landing_page_url":"http://doi.org/10.5220/0005077902100217","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 Conference on Neural Computation Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.768.7892","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.768.7892","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1407.5300.pdf","raw_type":"text"},{"id":"pmh:oai:cris.unibo.it:11585/718012","is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/718012","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:flore.unifi.it:2158/1154452","is_oa":false,"landing_page_url":"http://hdl.handle.net/2158/1154452","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.uniroma1.it:11573/714864","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/714864","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W60166153","https://openalex.org/W123253449","https://openalex.org/W369831446","https://openalex.org/W1546197084","https://openalex.org/W1618473952","https://openalex.org/W1825077972","https://openalex.org/W1971565000","https://openalex.org/W1995341919","https://openalex.org/W2008668538","https://openalex.org/W2014437371","https://openalex.org/W2040870580","https://openalex.org/W2041132213","https://openalex.org/W2042859897","https://openalex.org/W2057681705","https://openalex.org/W2059148040","https://openalex.org/W2128084896","https://openalex.org/W2142592520","https://openalex.org/W3101875373","https://openalex.org/W3124563337"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2361820086","https://openalex.org/W2368224867","https://openalex.org/W3029903131","https://openalex.org/W2341334583","https://openalex.org/W2385685139","https://openalex.org/W2358949696","https://openalex.org/W3032266754","https://openalex.org/W2038092528"],"abstract_inverted_index":{"Abstract:":[0],"Neural":[1],"networks":[2,34,61,104],"are":[3,35,161,190,196],"nowadays":[4],"both":[5],"powerful":[6],"operational":[7,176],"tools":[8],"(e.g.,":[9],"for":[10,29,55,164],"pattern":[11],"recognition,":[12],"data":[13],"mining,":[14],"error":[15],"correction":[16],"codes)":[17],"and":[18,37,44,77,85,107,123,153,175,178,181,188,193,201],"complex":[19],"theoretical":[20,45,50],"models":[21],"on":[22],"the":[23,30,52,56,82,88,99,140,147,171,194,215,220],"focus":[24],"of":[25,59,121,163,199,217],"scientific":[26],"investigation.":[27],"As":[28,127],"research":[31],"branch,":[32],"neural":[33,60,184],"handled":[36],"studied":[38],"by":[39,91,186],"psychologists,":[40],"neurobiologists,":[41],"engineers,":[42],"mathematicians":[43],"physicists.":[46],"In":[47],"particular,":[48],"in":[49,130],"physics,":[51],"key":[53],"instrument":[54],"quantitative":[57],"analysis":[58],"is":[62],"statistical":[63,221],"mechanics.":[64],"From":[65],"this":[66,131],"perspective,":[67],"here,":[68],"we":[69,80,86,97,133,168],"first":[70],"review":[71],"attractor":[72],"networks:":[73],"starting":[74],"from":[75,151,154,219],"ferromagnets":[76,152,174,200],"spin-glass":[78],"models,":[79],"discuss":[81],"underlying":[83],"philosophy":[84],"recover":[87,146],"strand":[89],"paved":[90],"Hopfield,":[92],"Amit-Gutfreund-Sompolinky.":[93],"One":[94],"step":[95],"forward,":[96],"highlight":[98,169],"structural":[100],"equiv-alence":[101],"between":[102,173,179],"Hopfield":[103],"(modeling":[105,110],"retrieval)":[106],"Boltzmann":[108],"machines":[109],"learning),":[111],"hence":[112],"realizing":[113],"a":[114,128,206,210],"deep":[115],"bridge":[116,207],"linking":[117],"two":[118,135],"inseparable":[119],"aspects":[120],"biological":[122],"robotic":[124],"spontaneous":[125],"cognition.":[126],"sideline,":[129],"walk":[132],"derive":[134],"alternative":[136],"(with":[137],"respect":[138],"to":[139,145,213],"original":[141],"Hebb":[142],"proposal)":[143],"ways":[144],"Hebbian":[148],"paradigm,":[149],"stemming":[150],"spin-glasses,":[155],"respectively.":[156],"Further,":[157],"as":[158,209],"these":[159],"notes":[160],"thought":[162],"an":[165],"Engineering":[166],"audience,":[167],"also":[170],"mappings":[172],"amplifiers":[177],"antiferromagnets":[180],"flip-flops":[182],"(as":[183],"networks-built":[185],"op-amp":[187],"flip-flops-":[189],"particular":[191],"spin-glasses":[192],"latter":[195],"indeed":[197],"combinations":[198],"antiferromag-nets),":[202],"hoping":[203],"that":[204],"such":[205],"plays":[208],"concrete":[211],"prescription":[212],"capture":[214],"beauty":[216],"robotics":[218],"mechanical":[222],"perspective.":[223],"1":[224]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
