{"id":"https://openalex.org/W3083403159","doi":"https://doi.org/10.1109/mwscas48704.2020.9184699","title":"Neuronal Networks as a Way to introduce System Knowledge in Numerical Computations","display_name":"Neuronal Networks as a Way to introduce System Knowledge in Numerical Computations","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3083403159","doi":"https://doi.org/10.1109/mwscas48704.2020.9184699","mag":"3083403159"},"language":"en","primary_location":{"id":"doi:10.1109/mwscas48704.2020.9184699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas48704.2020.9184699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5019845106","display_name":"Phil Meier","orcid":null},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Phil Meier","raw_affiliation_strings":["Faculty of Electrical Engineering, Ostfalia University of Applied Sciences, Wolfenbuettel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Ostfalia University of Applied Sciences, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046253584","display_name":"Kris Rohrmann","orcid":"https://orcid.org/0000-0001-6414-153X"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kris Rohrmann","raw_affiliation_strings":["Faculty of Electrical Engineering, Ostfalia University of Applied Sciences, Wolfenbuettel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Ostfalia University of Applied Sciences, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064490837","display_name":"Marvin Sandner","orcid":"https://orcid.org/0009-0009-8184-6297"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marvin Sandner","raw_affiliation_strings":["Faculty of Electrical Engineering, Ostfalia University of Applied Sciences, Wolfenbuettel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Ostfalia University of Applied Sciences, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066723108","display_name":"Marcus Prochaska","orcid":"https://orcid.org/0000-0002-1615-6080"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcus Prochaska","raw_affiliation_strings":["Faculty of Electrical Engineering, Ostfalia University of Applied Sciences, Wolfenbuettel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Ostfalia University of Applied Sciences, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2799859273"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"61","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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/T11236","display_name":"Control Systems and Identification","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.793340265750885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.705045223236084},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.6616933941841125},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6345269680023193},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6241185665130615},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5244036912918091},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5165938138961792},{"id":"https://openalex.org/keywords/numerical-analysis","display_name":"Numerical analysis","score":0.5061971545219421},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49630194902420044},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4564809799194336},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4120837152004242},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2339734137058258},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.182213693857193}],"concepts":[{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.793340265750885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.705045223236084},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.6616933941841125},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6345269680023193},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6241185665130615},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5244036912918091},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5165938138961792},{"id":"https://openalex.org/C48753275","wikidata":"https://www.wikidata.org/wiki/Q11216","display_name":"Numerical analysis","level":2,"score":0.5061971545219421},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49630194902420044},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4564809799194336},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4120837152004242},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2339734137058258},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.182213693857193},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwscas48704.2020.9184699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas48704.2020.9184699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1480928214","https://openalex.org/W1969800610","https://openalex.org/W2009306852","https://openalex.org/W2026057672","https://openalex.org/W2089759929","https://openalex.org/W2090389282","https://openalex.org/W2099461927","https://openalex.org/W2102516768","https://openalex.org/W2103496339","https://openalex.org/W2117001121","https://openalex.org/W2132495362","https://openalex.org/W2133299437","https://openalex.org/W2253429366","https://openalex.org/W2557283755","https://openalex.org/W2782289557","https://openalex.org/W2896556344","https://openalex.org/W2901312569","https://openalex.org/W2910635166","https://openalex.org/W2944031852","https://openalex.org/W2982703407","https://openalex.org/W4229666556","https://openalex.org/W4233179180","https://openalex.org/W6677720511"],"related_works":["https://openalex.org/W4316095964","https://openalex.org/W2383001583","https://openalex.org/W2771395446","https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W2131084560","https://openalex.org/W3112038843","https://openalex.org/W2144453115","https://openalex.org/W3209836052","https://openalex.org/W2088310429"],"abstract_inverted_index":{"The":[0,98],"calculation":[1],"of":[2,4,8,42,84,92,95,121],"eigenvalues":[3],"a":[5,69,76,90,107],"given":[6],"set":[7],"linear":[9],"equations":[10],"is":[11,79],"necessary":[12],"for":[13,81],"many":[14],"numerical":[15,96,123],"algorithms.":[16],"If":[17],"these":[18],"calculations":[19],"are":[20,32,55,61],"implemented":[21],"on":[22,57,68],"personal":[23],"computers":[24],"or":[25],"by":[26,65,105,125],"high":[27],"performance":[28],"microcontrollers,":[29],"powerful":[30],"algorithms":[31,124],"available.":[33],"However,":[34],"most":[35],"on-chip":[36],"implementations":[37],"especially":[38,52],"in":[39,73],"the":[40,82,85,93,102,111,115,119],"field":[41],"low-cost":[43],"smart":[44],"sensors":[45],"possess":[46],"only":[47],"limited":[48],"computational":[49],"performance.":[50],"Thus,":[51,114],"algorithms,":[53],"which":[54,87],"based":[56],"an":[58],"eigenvalue":[59,103],"calculation,":[60],"mostly":[62],"not":[63],"implementable":[64],"low-end":[66,126],"systems":[67],"chip.":[70],"In":[71],"contrast,":[72],"this":[74],"paper":[75],"neuronal":[77,99],"network":[78,100],"used":[80],"estimation":[83],"eigenvalues,":[86],"leads":[88],"to":[89],"simplification":[91],"implementation":[94,120],"methods.":[97],"calculates":[101],"problems":[104],"using":[106],"priori":[108],"knowledge":[109],"regarding":[110],"specific":[112],"application.":[113],"presented":[116],"approach":[117],"enables":[118],"complex":[122],"hardware.":[127]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}