{"id":"https://openalex.org/W4391381963","doi":"https://doi.org/10.1109/mwscas57524.2023.10406118","title":"Behavior Analysis of the Binary Hyperbolic Tangent (Btanh) Algorithm","display_name":"Behavior Analysis of the Binary Hyperbolic Tangent (Btanh) Algorithm","publication_year":2023,"publication_date":"2023-08-06","ids":{"openalex":"https://openalex.org/W4391381963","doi":"https://doi.org/10.1109/mwscas57524.2023.10406118"},"language":"en","primary_location":{"id":"doi:10.1109/mwscas57524.2023.10406118","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mwscas57524.2023.10406118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)","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/A5093827905","display_name":"Seth Shively","orcid":null},"institutions":[{"id":"https://openalex.org/I157394403","display_name":"Baylor University","ror":"https://ror.org/005781934","country_code":"US","type":"education","lineage":["https://openalex.org/I157394403"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Seth Shively","raw_affiliation_strings":["Electrical &#x0026; Computer Engineering Baylor University,Waco,TX,USA"],"affiliations":[{"raw_affiliation_string":"Electrical &#x0026; Computer Engineering Baylor University,Waco,TX,USA","institution_ids":["https://openalex.org/I157394403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037017592","display_name":"Eugene Chabot","orcid":null},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]},{"id":"https://openalex.org/I2799471739","display_name":"Naval Undersea Warfare Center","ror":"https://ror.org/04bnxa153","country_code":"US","type":"funder","lineage":["https://openalex.org/I1328969757","https://openalex.org/I1330347796","https://openalex.org/I2799471739","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugene Chabot","raw_affiliation_strings":["Electrical, Computer &#x0026; Biomedical Engineering University of Rhode Island, Kingston RI Naval Undersea Warfare Center,Newport,RI"],"affiliations":[{"raw_affiliation_string":"Electrical, Computer &#x0026; Biomedical Engineering University of Rhode Island, Kingston RI Naval Undersea Warfare Center,Newport,RI","institution_ids":["https://openalex.org/I2799471739","https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042475030","display_name":"John DiCecco","orcid":null},"institutions":[{"id":"https://openalex.org/I2799471739","display_name":"Naval Undersea Warfare Center","ror":"https://ror.org/04bnxa153","country_code":"US","type":"funder","lineage":["https://openalex.org/I1328969757","https://openalex.org/I1330347796","https://openalex.org/I2799471739","https://openalex.org/I3130687028"]},{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John DiCecco","raw_affiliation_strings":["Electrical, Computer &#x0026; Biomedical Engineering University of Rhode Island, Kingston RI Naval Undersea Warfare Center,Newport,RI"],"affiliations":[{"raw_affiliation_string":"Electrical, Computer &#x0026; Biomedical Engineering University of Rhode Island, Kingston RI Naval Undersea Warfare Center,Newport,RI","institution_ids":["https://openalex.org/I2799471739","https://openalex.org/I17626003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027034406","display_name":"Scott Koziol","orcid":"https://orcid.org/0000-0002-5510-294X"},"institutions":[{"id":"https://openalex.org/I157394403","display_name":"Baylor University","ror":"https://ror.org/005781934","country_code":"US","type":"education","lineage":["https://openalex.org/I157394403"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Koziol","raw_affiliation_strings":["Electrical &#x0026; Computer Engineering Baylor University,Waco,TX,USA"],"affiliations":[{"raw_affiliation_string":"Electrical &#x0026; Computer Engineering Baylor University,Waco,TX,USA","institution_ids":["https://openalex.org/I157394403"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5093827905"],"corresponding_institution_ids":["https://openalex.org/I157394403"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23416993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"1045","last_page":"1049"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9973999857902527,"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/T12162","display_name":"Cellular Automata and Applications","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/hyperbolic-function","display_name":"Hyperbolic function","score":0.7654849886894226},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.7148057818412781},{"id":"https://openalex.org/keywords/stochastic-computing","display_name":"Stochastic computing","score":0.6976849436759949},{"id":"https://openalex.org/keywords/decoupling","display_name":"Decoupling (probability)","score":0.6794531345367432},{"id":"https://openalex.org/keywords/tangent","display_name":"Tangent","score":0.6454229354858398},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5916776061058044},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5757935047149658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.566489577293396},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5242260098457336},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.4361998438835144},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2948548197746277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2189161777496338},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.14762935042381287},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08197513222694397}],"concepts":[{"id":"https://openalex.org/C92047909","wikidata":"https://www.wikidata.org/wiki/Q204034","display_name":"Hyperbolic function","level":2,"score":0.7654849886894226},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.7148057818412781},{"id":"https://openalex.org/C2780971903","wikidata":"https://www.wikidata.org/wiki/Q2933705","display_name":"Stochastic computing","level":3,"score":0.6976849436759949},{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.6794531345367432},{"id":"https://openalex.org/C138187205","wikidata":"https://www.wikidata.org/wiki/Q131251","display_name":"Tangent","level":2,"score":0.6454229354858398},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5916776061058044},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5757935047149658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.566489577293396},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5242260098457336},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.4361998438835144},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2948548197746277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2189161777496338},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.14762935042381287},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08197513222694397},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwscas57524.2023.10406118","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mwscas57524.2023.10406118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.46000000834465027,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W405397024","https://openalex.org/W1773483230","https://openalex.org/W2003056114","https://openalex.org/W2151770284","https://openalex.org/W2290548492","https://openalex.org/W2402098947","https://openalex.org/W2770265919","https://openalex.org/W3129044383","https://openalex.org/W6791041210"],"related_works":["https://openalex.org/W3024877706","https://openalex.org/W3022392884","https://openalex.org/W4210854505","https://openalex.org/W3012219884","https://openalex.org/W4295036712","https://openalex.org/W4375958661","https://openalex.org/W4385451479","https://openalex.org/W4211198594","https://openalex.org/W2811324119","https://openalex.org/W3187603754"],"abstract_inverted_index":{"This":[0],"paper":[1],"seeks":[2],"to":[3,21,98,107],"analyze":[4],"the":[5,11,23,61,90,102,109,124],"behavior":[6,100],"and":[7,41,49,71,115],"potential":[8],"uses":[9],"of":[10,30,59,79],"binary":[12],"hyperbolic":[13],"tangent":[14],"(Btanh)":[15],"algorithm":[16,19],"[1],":[17],"an":[18,43],"designed":[20],"provide":[22],"activation":[24],"function":[25],"in":[26],"a":[27,68,94],"specific":[28],"type":[29],"stochastic":[31,75],"artificial":[32],"neuron.":[33],"Differences":[34],"between":[35],"Btanh":[36,62,103,110],"outputs":[37],"when":[38,108,122],"used":[39],"with":[40],"without":[42],"associated":[44],"parallel":[45,69,95],"counter":[46,70,96],"are":[47,55,112],"explored,":[48],"output":[50,91],"formulas":[51],"for":[52,74],"each":[53],"case":[54],"estimated.":[56],"The":[57],"question":[58],"whether":[60],"module":[63],"could":[64],"be":[65,72,118],"decoupled":[66],"from":[67,93,101],"useful":[73],"computing":[76],"applications":[77],"outside":[78],"neural":[80],"networks":[81],"is":[82,87],"discussed":[83],"as":[84,105],"well.":[85],"It":[86],"determined":[88],"that":[89],"bitstreams":[92],"leads":[97],"unique":[99],"module,":[104],"opposed":[106],"inputs":[111],"generated":[113],"independently,":[114],"this":[116],"must":[117],"taken":[119],"into":[120],"account":[121],"decoupling":[123],"two":[125],"modules.":[126]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
