{"id":"https://openalex.org/W4396220102","doi":"https://doi.org/10.3390/electronics13091704","title":"The Genesis of AI by AI Integrated Circuit: Where AI Creates AI","display_name":"The Genesis of AI by AI Integrated Circuit: Where AI Creates AI","publication_year":2024,"publication_date":"2024-04-28","ids":{"openalex":"https://openalex.org/W4396220102","doi":"https://doi.org/10.3390/electronics13091704"},"language":"en","primary_location":{"id":"doi:10.3390/electronics13091704","doi":"https://doi.org/10.3390/electronics13091704","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics13091704","pdf_url":null,"source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/electronics13091704","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013897565","display_name":"Emilio Isaac Baungarten-Leon","orcid":"https://orcid.org/0000-0001-6243-219X","observed_orcids":["https://orcid.org/0000-0001-6243-219X"]},"institutions":[{"id":"https://openalex.org/I130040446","display_name":"Universidad Aut\u00f3noma de Guadalajara","ror":"https://ror.org/05ppk0267","country_code":"MX","type":"education","lineage":["https://openalex.org/I130040446"]},{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Emilio Isaac Baungarten-Leon","raw_affiliation_strings":["Centro de Investigaci\u00f3n y de Estudios Avanzados, Instituto Polit\u00e9cnico Nacional, Zapopan 45019, Mexico","Dise\u00f1o Ciencia y Tecnologia, Universidad Aut\u00f3noma de Guadalajara, Ciudad Universitaria, Zapopan 45129, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-6243-219X","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n y de Estudios Avanzados, Instituto Polit\u00e9cnico Nacional, Zapopan 45019, Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]},{"raw_affiliation_string":"Dise\u00f1o Ciencia y Tecnologia, Universidad Aut\u00f3noma de Guadalajara, Ciudad Universitaria, Zapopan 45129, Mexico","institution_ids":["https://openalex.org/I130040446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060102766","display_name":"Susana Ortega Cisneros","orcid":"https://orcid.org/0000-0001-6646-1529","observed_orcids":["https://orcid.org/0000-0001-6646-1529"]},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Susana Ortega-Cisneros","raw_affiliation_strings":["Centro de Investigaci\u00f3n y de Estudios Avanzados, Instituto Polit\u00e9cnico Nacional, Zapopan 45019, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-6646-1529","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n y de Estudios Avanzados, Instituto Polit\u00e9cnico Nacional, Zapopan 45019, Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110280562","display_name":"M.A. Abdelmoneum","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Abdelmoneum","raw_affiliation_strings":["Intel Corporation-Intel Labs, Hillsboro, OR 97124, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Corporation-Intel Labs, Hillsboro, OR 97124, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102778930","display_name":"R. Morales","orcid":"https://orcid.org/0000-0002-4412-6831","observed_orcids":["https://orcid.org/0000-0002-4412-6831"]},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruth Yadira Vidana Morales","raw_affiliation_strings":["Intel Corporation-Intel Labs, Hillsboro, OR 97124, USA"],"raw_orcid":"https://orcid.org/0000-0002-4412-6831","affiliations":[{"raw_affiliation_string":"Intel Corporation-Intel Labs, Hillsboro, OR 97124, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066638770","display_name":"German Pinedo-Diaz","orcid":"https://orcid.org/0000-0003-4802-6632","observed_orcids":["https://orcid.org/0000-0003-4802-6632"]},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"German Pinedo-Diaz","raw_affiliation_strings":["Centro de Investigaci\u00f3n y de Estudios Avanzados, Instituto Polit\u00e9cnico Nacional, Zapopan 45019, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-4802-6632","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n y de Estudios Avanzados, Instituto Polit\u00e9cnico Nacional, Zapopan 45019, Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013897565","https://openalex.org/A5060102766"],"corresponding_institution_ids":["https://openalex.org/I130040446","https://openalex.org/I59361560","https://openalex.org/I68368234"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2728},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2728},"fwci":2.4647,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88946322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"13","issue":"9","first_page":"1704","last_page":"1704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.7343999743461609,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.7343999743461609,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.23970000445842743,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.004000000189989805,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/large-language-models","display_name":"large language models","score":0.902999997138977},{"id":"https://openalex.org/keywords/chatgpt-4","display_name":"ChatGPT-4","score":0.9390000104904175},{"id":"https://openalex.org/keywords/convolutional-neural-network-hardware","display_name":"convolutional neural network hardware","score":0.7269999980926514},{"id":"https://openalex.org/keywords/electronic-design-automation","display_name":"electronic design automation","score":0.7720000147819519},{"id":"https://openalex.org/keywords/130-nm-technology","display_name":"130 nm technology","score":0.7250000238418579},{"id":"https://openalex.org/keywords/hardware-description-languages","display_name":"hardware description languages","score":0.5820000171661377},{"id":"https://openalex.org/keywords/register-transfer-level-design","display_name":"register-transfer level design","score":0.5830000042915344}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5198457837104797},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.42756712436676025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3923986852169037},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33029505610466003}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/electronics13091704","doi":"https://doi.org/10.3390/electronics13091704","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics13091704","pdf_url":null,"source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/electronics13091704","doi":"https://doi.org/10.3390/electronics13091704","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics13091704","pdf_url":null,"source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W87559864","https://openalex.org/W1498436455","https://openalex.org/W1977298531","https://openalex.org/W2003531662","https://openalex.org/W2007339694","https://openalex.org/W2037569596","https://openalex.org/W2041367235","https://openalex.org/W2066255432","https://openalex.org/W2088557897","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2130942839","https://openalex.org/W2153579005","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2626778328","https://openalex.org/W2794271438","https://openalex.org/W2797469317","https://openalex.org/W2919115771","https://openalex.org/W2946948417","https://openalex.org/W2952230511","https://openalex.org/W2987515519","https://openalex.org/W3111824908","https://openalex.org/W3114230949","https://openalex.org/W3132747998","https://openalex.org/W3169517138","https://openalex.org/W3200538824","https://openalex.org/W4210480475","https://openalex.org/W4234971943","https://openalex.org/W4281724739","https://openalex.org/W4281766881","https://openalex.org/W4360994686","https://openalex.org/W4379115941","https://openalex.org/W4388040405","https://openalex.org/W6977675971"],"related_works":["https://openalex.org/W4416036415","https://openalex.org/W4390693395","https://openalex.org/W4405432895","https://openalex.org/W4390693344","https://openalex.org/W6893226132","https://openalex.org/W7212445818","https://openalex.org/W4388040405","https://openalex.org/W7165518449","https://openalex.org/W7168615111","https://openalex.org/W7169773505"],"abstract_inverted_index":{"The":[0,142],"typical":[1],"Integrated":[2],"Circuit":[3],"(IC)":[4],"development":[5,155],"process":[6,165],"commences":[7],"with":[8,75,80,132,193,207],"formulating":[9],"specifications":[10],"in":[11,83,152,158,162],"natural":[12],"language":[13],"and":[14,64,95,129,149],"subsequently":[15],"proceeds":[16],"to":[17,51,56,101],"Register":[18],"Transfer":[19],"Level":[20],"(RTL)":[21],"implementation.":[22],"RTL":[23],"code":[24],"is":[25],"traditionally":[26],"generated":[27,205],"through":[28],"manual":[29],"efforts,":[30],"using":[31,170],"Hardware":[32],"Description":[33],"Languages":[34],"(HDL)":[35],"such":[36],"as":[37,86,179],"VHDL":[38],"or":[39],"Verilog.":[40],"High-Level":[41],"Synthesis":[42],"(HLS),":[43],"on":[44,110],"the":[45,58,76,103,111,133,163,181],"other":[46],"hand,":[47],"converts":[48],"programming":[49],"languages":[50],"HDL;":[52],"these":[53],"methods":[54],"aim":[55],"streamline":[57],"engineering":[59],"process,":[60],"minimizing":[61],"human":[62],"effort":[63],"errors.":[65],"Currently,":[66],"Electronic":[67],"Design":[68,138],"Automation":[69],"(EDA)":[70],"algorithms":[71],"have":[72],"been":[73],"improved":[74],"use":[77],"of":[78,113,166],"AI,":[79,116],"new":[81],"advancements":[82],"commercial":[84],"(such":[85],"ChatGPT,":[87],"Bard,":[88],"among":[89],"others)":[90],"Large":[91],"Language":[92],"Models":[93],"(LLM)":[94],"open-source":[96,136],"tools":[97],"presenting":[98],"an":[99,126],"opportunity":[100],"automate":[102],"chip":[104],"design":[105],"process.":[106],"This":[107],"paper":[108],"centers":[109],"creation":[112],"AI":[114,167,169,188],"by":[115,125,168,187],"a":[117,171,176,194,198],"Convolutional":[118],"Neural":[119],"Network":[120],"(CNN)":[121],"IC":[122,154,191],"entirely":[123,185],"developed":[124],"LLM":[127],"(ChatGPT-4),":[128],"its":[130,190],"manufacturing":[131,164,192],"first":[134,183],"fabricable":[135],"Process":[137],"Kit":[139],"(PDK),":[140],"SKY130A.":[141],"challenges,":[143],"opportunities,":[144],"advantages,":[145],"disadvantages,":[146],"conversation":[147],"flow,":[148],"workflow":[150],"involved":[151],"CNN":[153,184],"are":[156],"presented":[157],"this":[159],"work,":[160],"culminating":[161],"130":[172],"nm":[173],"technology,":[174],"marking":[175],"groundbreaking":[177],"achievement":[178],"possibly":[180],"world\u2019s":[182],"written":[186],"for":[189,200],"free":[195],"PDK,":[196],"being":[197],"benchmark":[199],"systems":[201],"that":[202],"can":[203],"be":[204],"today":[206],"LLMs.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-04-30T00:00:00"}
