{"id":"https://openalex.org/W3212695687","doi":"https://doi.org/10.1109/iciscae52414.2021.9590808","title":"Tanh discrete estimate for all-opical neural network based on MZI","display_name":"Tanh discrete estimate for all-opical neural network based on MZI","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3212695687","doi":"https://doi.org/10.1109/iciscae52414.2021.9590808","mag":"3212695687"},"language":"en","primary_location":{"id":"doi:10.1109/iciscae52414.2021.9590808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciscae52414.2021.9590808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE)","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/A5042725826","display_name":"Ruizhen Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruizhen Wu","raw_affiliation_strings":["Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China","institution_ids":["https://openalex.org/I4210144143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065112838","display_name":"Ping Huang","orcid":"https://orcid.org/0000-0002-4931-4663"},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Huang","raw_affiliation_strings":["Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China","institution_ids":["https://openalex.org/I4210144143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373491","display_name":"Jingjing Chen","orcid":"https://orcid.org/0000-0003-1737-3420"},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Chen","raw_affiliation_strings":["Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China","institution_ids":["https://openalex.org/I4210144143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008829405","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0003-0881-9689"},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China","institution_ids":["https://openalex.org/I4210144143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103006322","display_name":"Yan Wu","orcid":"https://orcid.org/0000-0001-6464-1630"},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wu","raw_affiliation_strings":["Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China","institution_ids":["https://openalex.org/I4210144143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101638364","display_name":"Ming\u2010Ming Wang","orcid":"https://orcid.org/0000-0001-7690-8208"},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingming Wang","raw_affiliation_strings":["Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shandong Inspur Artificial Intelligence Research Institute Co., Ltd., Xi'an, China","institution_ids":["https://openalex.org/I4210144143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042725826"],"corresponding_institution_ids":["https://openalex.org/I4210144143"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16715177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"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/T10232","display_name":"Optical Network Technologies","score":0.998199999332428,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7554184198379517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6632988452911377},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6451015472412109},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.6449288129806519},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5736746788024902},{"id":"https://openalex.org/keywords/hyperbolic-function","display_name":"Hyperbolic function","score":0.5365270376205444},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5232419371604919},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5033475756645203},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.49467965960502625},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.45915287733078003},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.42909619212150574},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3665943741798401},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3429642915725708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2872374653816223},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1891365945339203},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1845027506351471},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12543347477912903}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7554184198379517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6632988452911377},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6451015472412109},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.6449288129806519},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5736746788024902},{"id":"https://openalex.org/C92047909","wikidata":"https://www.wikidata.org/wiki/Q204034","display_name":"Hyperbolic function","level":2,"score":0.5365270376205444},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5232419371604919},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5033475756645203},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.49467965960502625},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.45915287733078003},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.42909619212150574},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3665943741798401},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3429642915725708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2872374653816223},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1891365945339203},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1845027506351471},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12543347477912903},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iciscae52414.2021.9590808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciscae52414.2021.9590808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2123151033","https://openalex.org/W2146747949","https://openalex.org/W2516703258","https://openalex.org/W2625840880","https://openalex.org/W2752849906","https://openalex.org/W2765411133","https://openalex.org/W2914242365","https://openalex.org/W2946591837","https://openalex.org/W2963703360","https://openalex.org/W2964082513","https://openalex.org/W2992359756","https://openalex.org/W3016532901","https://openalex.org/W3018877817","https://openalex.org/W3036942028","https://openalex.org/W3111554287","https://openalex.org/W3118517106","https://openalex.org/W4255196056"],"related_works":["https://openalex.org/W2893539081","https://openalex.org/W3024877706","https://openalex.org/W3022392884","https://openalex.org/W4385451479","https://openalex.org/W4210854505","https://openalex.org/W3012219884","https://openalex.org/W4295036712","https://openalex.org/W4375958661","https://openalex.org/W4211198594","https://openalex.org/W2811324119"],"abstract_inverted_index":{"Optical":[0],"neural":[1,26],"networks":[2,27],"(ONNs)":[3],"can":[4,37,87],"process":[5],"information":[6],"in":[7,68,82],"parallel":[8],"and":[9,17,65],"have":[10,54],"low":[11],"energy":[12],"advantages":[13],"which":[14],"researched":[15],"more":[16,18],"recently":[19],"aims":[20],"to":[21,55,60],"replace":[22],"the":[23,39,50,57,62],"electrical":[24],"Artificial":[25],"(ANN":[28],"s)":[29],"solutions.":[30],"The":[31,85],"MZI":[32],"with":[33,92],"Gridnet":[34],"or":[35],"FFTnet":[36],"realize":[38],"convolution":[40],"calculation":[41],"is":[42],"already":[43],"proved":[44],"by":[45],"lots":[46],"of":[47],"researches.":[48],"But":[49],"activation":[51,80],"functions":[52],"still":[53],"use":[56],"DAC/":[58],"ADC":[59],"do":[61],"photoelectric":[63],"conversion":[64],"then":[66],"calculated":[67],"electronic-based":[69],"hardware":[70],"systems.":[71],"We":[72],"proposed":[73],"a":[74],"discrete":[75],"estimate":[76],"scheme":[77,86],"for":[78],"all-optical":[79],"function":[81],"this":[83],"paper.":[84],"give":[88],"different":[89,93],"accurate":[90],"results":[91],"implementation":[94],"cost.":[95]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
