{"id":"https://openalex.org/W2968116138","doi":"https://doi.org/10.1109/smacd.2019.8795247","title":"A Reliable and Fast ANN Based Behavioral Modeling Approach for GaN HEMT","display_name":"A Reliable and Fast ANN Based Behavioral Modeling Approach for GaN HEMT","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2968116138","doi":"https://doi.org/10.1109/smacd.2019.8795247","mag":"2968116138"},"language":"en","primary_location":{"id":"doi:10.1109/smacd.2019.8795247","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smacd.2019.8795247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)","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/A5040343678","display_name":"Ahmad Khusro","orcid":"https://orcid.org/0000-0003-2025-3040"},"institutions":[{"id":"https://openalex.org/I59475050","display_name":"Jamia Millia Islamia","ror":"https://ror.org/00pnhhv55","country_code":"IN","type":"education","lineage":["https://openalex.org/I59475050"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ahmad Khusro","raw_affiliation_strings":["Jamia Millia Islamia University, New Delhi, India","Dept. of Electrical Engineering, Jamia Millia Islamia University, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Jamia Millia Islamia University, New Delhi, India","institution_ids":["https://openalex.org/I59475050"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, Jamia Millia Islamia University, New Delhi, India","institution_ids":["https://openalex.org/I59475050"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053709677","display_name":"Saddam Husain","orcid":"https://orcid.org/0000-0001-9830-5133"},"institutions":[{"id":"https://openalex.org/I59475050","display_name":"Jamia Millia Islamia","ror":"https://ror.org/00pnhhv55","country_code":"IN","type":"education","lineage":["https://openalex.org/I59475050"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saddam Husain","raw_affiliation_strings":["Jamia Millia Islamia University, New Delhi, India","Dept. of Electrical Engineering, Jamia Millia Islamia University, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Jamia Millia Islamia University, New Delhi, India","institution_ids":["https://openalex.org/I59475050"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, Jamia Millia Islamia University, New Delhi, India","institution_ids":["https://openalex.org/I59475050"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089109424","display_name":"Mohammad Hashmi","orcid":"https://orcid.org/0000-0002-1772-588X"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Mohammad S. Hashmi","raw_affiliation_strings":["Nazarbayev University, Astana, Kazakhstan","Dept. of Elect. and Comp. Engineering, Nazarbayev University, Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]},{"raw_affiliation_string":"Dept. of Elect. and Comp. Engineering, Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009634102","display_name":"Medet Auyuneur","orcid":null},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Medet Auyuneur","raw_affiliation_strings":["Nazarbayev University, Astana, Kazakhstan","Dept. of Elect. and Comp. Engineering, Nazarbayev University, Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]},{"raw_affiliation_string":"Dept. of Elect. and Comp. Engineering, Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029931471","display_name":"Abdul Quaiyum Ansari","orcid":"https://orcid.org/0000-0003-0153-4381"},"institutions":[{"id":"https://openalex.org/I59475050","display_name":"Jamia Millia Islamia","ror":"https://ror.org/00pnhhv55","country_code":"IN","type":"education","lineage":["https://openalex.org/I59475050"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abdul Quaiyum Ansari","raw_affiliation_strings":["Jamia Millia Islamia University, New Delhi, India","Dept. of Electrical Engineering, Jamia Millia Islamia University, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Jamia Millia Islamia University, New Delhi, India","institution_ids":["https://openalex.org/I59475050"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, Jamia Millia Islamia University, New Delhi, India","institution_ids":["https://openalex.org/I59475050"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040343678"],"corresponding_institution_ids":["https://openalex.org/I59475050"],"apc_list":null,"apc_paid":null,"fwci":1.7313,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.84426887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"277","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10099","display_name":"GaN-based semiconductor devices and materials","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10099","display_name":"GaN-based semiconductor devices and materials","score":0.9994999766349792,"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/T10187","display_name":"Radio Frequency Integrated Circuit Design","score":0.9973999857902527,"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/T11248","display_name":"Advanced Power Amplifier Design","score":0.9873999953269958,"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/high-electron-mobility-transistor","display_name":"High-electron-mobility transistor","score":0.8591024875640869},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.7126840353012085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6672215461730957},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.616258978843689},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5448611974716187},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5157063603401184},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5113813281059265},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.5097805857658386},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.49603161215782166},{"id":"https://openalex.org/keywords/behavioral-modeling","display_name":"Behavioral modeling","score":0.4952487051486969},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.49057358503341675},{"id":"https://openalex.org/keywords/transistor-model","display_name":"Transistor model","score":0.48941388726234436},{"id":"https://openalex.org/keywords/transistor","display_name":"Transistor","score":0.4823417365550995},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.475912868976593},{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.4657967984676361},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33630573749542236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2146676480770111},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19220876693725586},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15389788150787354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12916910648345947},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11600518226623535}],"concepts":[{"id":"https://openalex.org/C162057924","wikidata":"https://www.wikidata.org/wiki/Q1617706","display_name":"High-electron-mobility transistor","level":4,"score":0.8591024875640869},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.7126840353012085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6672215461730957},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.616258978843689},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5448611974716187},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5157063603401184},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5113813281059265},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.5097805857658386},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.49603161215782166},{"id":"https://openalex.org/C78639753","wikidata":"https://www.wikidata.org/wiki/Q3318160","display_name":"Behavioral modeling","level":2,"score":0.4952487051486969},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.49057358503341675},{"id":"https://openalex.org/C150169584","wikidata":"https://www.wikidata.org/wiki/Q7834319","display_name":"Transistor model","level":4,"score":0.48941388726234436},{"id":"https://openalex.org/C172385210","wikidata":"https://www.wikidata.org/wiki/Q5339","display_name":"Transistor","level":3,"score":0.4823417365550995},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.475912868976593},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.4657967984676361},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33630573749542236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2146676480770111},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19220876693725586},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15389788150787354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12916910648345947},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11600518226623535},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smacd.2019.8795247","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smacd.2019.8795247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308963","display_name":"Oak Ridge Associated Universities","ror":"https://ror.org/0526p1y61"},{"id":"https://openalex.org/F4320321024","display_name":"Defence Research and Development Organisation","ror":"https://ror.org/05k37v296"},{"id":"https://openalex.org/F4320324890","display_name":"Ministry of Defense","ror":"https://ror.org/04wxm6g36"},{"id":"https://openalex.org/F4320327695","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1992553426","https://openalex.org/W1995686471","https://openalex.org/W2011774847","https://openalex.org/W2012883467","https://openalex.org/W2062648109","https://openalex.org/W2101377736","https://openalex.org/W2130457247","https://openalex.org/W2131397313","https://openalex.org/W2148142672","https://openalex.org/W2248867217","https://openalex.org/W2506876909","https://openalex.org/W2618867929","https://openalex.org/W2921886617","https://openalex.org/W2981375464"],"related_works":["https://openalex.org/W2532810475","https://openalex.org/W1572761907","https://openalex.org/W2127353592","https://openalex.org/W1606194081","https://openalex.org/W1555805045","https://openalex.org/W2081100189","https://openalex.org/W2901703425","https://openalex.org/W2188635873","https://openalex.org/W1977514563","https://openalex.org/W2036295507"],"abstract_inverted_index":{"The":[0,24,90],"paper":[1],"proposes":[2],"an":[3,102],"accurate,":[4],"fast":[5],"and":[6,34,67,80,104,111],"advanced":[7],"neural":[8],"network":[9],"approach":[10,26],"to":[11,37],"model":[12,38,83,92],"the":[13,30,56,61,77,81,85],"small":[14],"signal":[15],"behavior":[16],"of":[17,29,47,69,108],"GaN":[18],"High":[19],"Electron":[20],"Mobility":[21],"Transistor":[22],"(HEMT).":[23],"presented":[25],"makes":[27],"use":[28],"nonlinear":[31],"autoregressive":[32],"series-parallel":[33],"parallel":[35],"architectures":[36,58],"a":[39,43],"2\u00d7200\u03bcm":[40],"device":[41],"for":[42,84,101],"broad":[44,87],"frequency":[45,88],"range":[46],"1GHz":[48],"-":[49],"18GHz.":[50],"A":[51],"comparison":[52],"is":[53,74],"drawn":[54],"between":[55,76],"two":[57],"based":[59],"on":[60],"training":[62],"algorithm,":[63],"accuracy,":[64],"convergence":[65],"rate":[66],"number":[68],"epochs.":[70],"An":[71],"excellent":[72],"agreement":[73],"found":[75],"measured":[78],"S-parameters":[79],"proposed":[82,91],"complete":[86],"range.":[89],"can":[93],"be":[94],"embedded":[95],"into":[96],"computer":[97],"aided":[98],"design":[99,106],"tool":[100],"accurate":[103],"expedited":[105],"process":[107],"RF/microwave":[109],"circuits":[110],"systems.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
