{"id":"https://openalex.org/W2952621999","doi":"https://doi.org/10.1109/tbcas.2019.2923055","title":"Memristive Circuit Design of Emotional Generation and Evolution Based on Skin-Like Sensory Processor","display_name":"Memristive Circuit Design of Emotional Generation and Evolution Based on Skin-Like Sensory Processor","publication_year":2019,"publication_date":"2019-06-14","ids":{"openalex":"https://openalex.org/W2952621999","doi":"https://doi.org/10.1109/tbcas.2019.2923055","mag":"2952621999","pmid":"https://pubmed.ncbi.nlm.nih.gov/31217128"},"language":"en","primary_location":{"id":"doi:10.1109/tbcas.2019.2923055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbcas.2019.2923055","pdf_url":null,"source":{"id":"https://openalex.org/S80299757","display_name":"IEEE Transactions on Biomedical Circuits and Systems","issn_l":"1932-4545","issn":["1932-4545","1940-9990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101837108","display_name":"Zilu Wang","orcid":"https://orcid.org/0000-0001-5638-4574"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zilu Wang","raw_affiliation_strings":["School of Artificial Intelligence and Automation, and the Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, and the Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052210009","display_name":"Qinghui Hong","orcid":"https://orcid.org/0000-0002-6210-6033"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghui Hong","raw_affiliation_strings":["School of Artificial Intelligence and Automation, and the Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, and the Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100459915","display_name":"Xiaoping Wang","orcid":"https://orcid.org/0000-0002-4909-8286"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Wang","raw_affiliation_strings":["School of Artificial Intelligence and Automation, and the Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, and the Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101837108"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":5.1268,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.96077693,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"13","issue":"4","first_page":"631","last_page":"644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T12236","display_name":"Photoreceptor and optogenetics research","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/sensory-system","display_name":"Sensory system","score":0.7448640465736389},{"id":"https://openalex.org/keywords/sensation","display_name":"Sensation","score":0.6071118712425232},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5983433723449707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5916398167610168},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4965572953224182},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.4767880439758301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36184537410736084},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29889070987701416},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.27389955520629883},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.20640060305595398},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20042547583580017}],"concepts":[{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.7448640465736389},{"id":"https://openalex.org/C130093455","wikidata":"https://www.wikidata.org/wiki/Q173253","display_name":"Sensation","level":2,"score":0.6071118712425232},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5983433723449707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5916398167610168},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4965572953224182},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.4767880439758301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36184537410736084},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29889070987701416},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.27389955520629883},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.20640060305595398},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20042547583580017},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004560","descriptor_name":"Electricity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004560","descriptor_name":"Electricity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004560","descriptor_name":"Electricity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011211","descriptor_name":"Electric Power Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011211","descriptor_name":"Electric Power Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011211","descriptor_name":"Electric Power Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012677","descriptor_name":"Sensation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012677","descriptor_name":"Sensation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012677","descriptor_name":"Sensation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbcas.2019.2923055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbcas.2019.2923055","pdf_url":null,"source":{"id":"https://openalex.org/S80299757","display_name":"IEEE Transactions on Biomedical Circuits and Systems","issn_l":"1932-4545","issn":["1932-4545","1940-9990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Circuits and Systems","raw_type":"journal-article"},{"id":"pmid:31217128","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31217128","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on biomedical circuits and systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7462510006","display_name":null,"funder_award_id":"61876209","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W149679848","https://openalex.org/W236742792","https://openalex.org/W774096442","https://openalex.org/W1498940341","https://openalex.org/W1500504256","https://openalex.org/W1542981317","https://openalex.org/W1578783943","https://openalex.org/W1771301420","https://openalex.org/W1793614400","https://openalex.org/W2008901850","https://openalex.org/W2020664983","https://openalex.org/W2050676600","https://openalex.org/W2058878920","https://openalex.org/W2091084672","https://openalex.org/W2101490802","https://openalex.org/W2132563832","https://openalex.org/W2155524482","https://openalex.org/W2322088411","https://openalex.org/W2336611641","https://openalex.org/W2463902435","https://openalex.org/W2513917688","https://openalex.org/W2526646482","https://openalex.org/W2568815538","https://openalex.org/W2587921983","https://openalex.org/W2593076482","https://openalex.org/W2603064927","https://openalex.org/W2607036705","https://openalex.org/W2607671730","https://openalex.org/W2738251403","https://openalex.org/W2755222108","https://openalex.org/W2769049661","https://openalex.org/W2773805230","https://openalex.org/W2774028874","https://openalex.org/W2775771159","https://openalex.org/W2779777546","https://openalex.org/W2781720065","https://openalex.org/W2791596545","https://openalex.org/W2791836551","https://openalex.org/W2795157148","https://openalex.org/W2800653266","https://openalex.org/W2800982507","https://openalex.org/W2806177657","https://openalex.org/W2806904536","https://openalex.org/W2807750997","https://openalex.org/W2812031262","https://openalex.org/W2905521176","https://openalex.org/W2907814685","https://openalex.org/W2917654341","https://openalex.org/W2923010225","https://openalex.org/W2950227921","https://openalex.org/W3103542076","https://openalex.org/W3104804488","https://openalex.org/W3105008899","https://openalex.org/W3168983680","https://openalex.org/W4248595459","https://openalex.org/W6733734122","https://openalex.org/W6736339276"],"related_works":["https://openalex.org/W4229452466","https://openalex.org/W2966276069","https://openalex.org/W2304829496","https://openalex.org/W2491504594","https://openalex.org/W2055423012","https://openalex.org/W1520361374","https://openalex.org/W1979572287","https://openalex.org/W2462223799","https://openalex.org/W2996881974","https://openalex.org/W4229774776"],"abstract_inverted_index":{"Sensory":[0],"processor":[1,38,48,177],"in":[2,196,223],"human":[3,209],"skin":[4],"is":[5,39,157,172,180],"used":[6],"for":[7],"processing":[8,212],"and":[9,20,32,53,56,80,205,245],"transmitting":[10],"sensations":[11,75,126,233],"to":[12,17,73,86,106,127,174,228,234,239,243],"the":[13,140,146,158,169,181,189,200,230,237,241],"brain,":[14],"which":[15,71,144,179],"leads":[16],"body":[18],"actions":[19],"emotional":[21,30,51,58,132,159,182],"responses.":[22],"In":[23],"this":[24],"paper,":[25],"a":[26,115,122,224],"memristive":[27,45],"circuit":[28,42,202,219],"of":[29,65,76,148,163],"generation":[31,52],"evolution":[33,54],"based":[34],"on":[35],"skin-like":[36,46,68,137,175],"sensory":[37,47,69,91,96,138,176,213],"proposed.":[40],"The":[41,61,118,161,184,193,217],"includes:":[43],"first,":[44],"module;":[49,55],"second,":[50],"third,":[57],"expression":[59],"module.":[60],"first":[62],"module":[63,120,186],"consists":[64],"four":[66],"single-memristor":[67],"processors,":[70],"correspond":[72],"process":[74,246],"pain,":[77],"cold,":[78],"warm,":[79],"tactile.":[81],"It":[82],"will":[83,102,142,150,165],"automatically":[84,104],"return":[85,105],"its":[87],"initial":[88,107],"state":[89,108],"if":[90,95,168],"signals":[92,97,135,214],"disappear.":[93],"But":[94],"are":[98],"much":[99],"strong,":[100],"it":[101],"not":[103],"unless":[109],"applied":[110,173,222],"\"restoring":[111],"signal\"":[112],"just":[113],"like":[114,208],"surgical":[116],"operation.":[117],"second":[119],"realizes":[121],"conversion":[123,231],"mechanism":[124],"from":[125,136,215,232],"emotions":[128,191,207],"using":[129],"memristor":[130],"as":[131,153],"synapse.":[133],"Given":[134],"processor,":[139],"memristance":[141],"decrease,":[143],"means":[145],"extent":[147,162],"emotion":[149,164],"increase,":[151],"such":[152],"more":[154],"happy.":[155],"This":[156],"generation.":[160],"be":[166,221],"changed":[167],"same":[170],"sensation":[171],"repeatedly,":[178],"evolution.":[183],"third":[185],"can":[187,203,220],"show":[188,198],"generated":[190],"visually.":[192],"simulation":[194],"results":[195],"PSPICE":[197],"that":[199],"proposed":[201,218],"generate":[204],"evolve":[206],"beings":[210],"after":[211],"skin.":[216],"perceptual":[225],"robot":[226,238],"platform":[227],"realize":[229],"emotions,":[235],"enabling":[236],"have":[240],"ability":[242],"sense":[244],"information.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}