{"id":"https://openalex.org/W4210774621","doi":"https://doi.org/10.1109/3dic52383.2021.9687614","title":"Implementation of a Chaotic Neural Network Reservoir on a TSV/$\\mu\\text{Bump}$ Stacked 3D Cyclic Neural Network Integrated Circuit","display_name":"Implementation of a Chaotic Neural Network Reservoir on a TSV/$\\mu\\text{Bump}$ Stacked 3D Cyclic Neural Network Integrated Circuit","publication_year":2021,"publication_date":"2021-10-01","ids":{"openalex":"https://openalex.org/W4210774621","doi":"https://doi.org/10.1109/3dic52383.2021.9687614"},"language":"en","primary_location":{"id":"doi:10.1109/3dic52383.2021.9687614","is_oa":false,"landing_page_url":"https://doi.org/10.1109/3dic52383.2021.9687614","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International 3D Systems Integration Conference (3DIC)","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/A5024981383","display_name":"Yoshihiko Horio","orcid":"https://orcid.org/0000-0003-0115-3095"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshihiko Horio","raw_affiliation_strings":["Research Institute of Electrical Communication, Tohoku University,Sendai,Japan","Research Institute of Electrical Communication, Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0115-3095","affiliations":[{"raw_affiliation_string":"Research Institute of Electrical Communication, Tohoku University,Sendai,Japan","institution_ids":["https://openalex.org/I201537933"]},{"raw_affiliation_string":"Research Institute of Electrical Communication, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008355073","display_name":"Takemori Orima","orcid":"https://orcid.org/0000-0003-1515-8823"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takemori Orima","raw_affiliation_strings":["Research Institute of Electrical Communication, Tohoku University,Sendai,Japan","Research Institute of Electrical Communication, Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1515-8823","affiliations":[{"raw_affiliation_string":"Research Institute of Electrical Communication, Tohoku University,Sendai,Japan","institution_ids":["https://openalex.org/I201537933"]},{"raw_affiliation_string":"Research Institute of Electrical Communication, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080266884","display_name":"K. Kiyoyama","orcid":"https://orcid.org/0000-0002-5367-926X"},"institutions":[{"id":"https://openalex.org/I18894396","display_name":"Nagasaki Institute of Applied Science","ror":"https://ror.org/051smb947","country_code":"JP","type":"education","lineage":["https://openalex.org/I18894396"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koji Kiyoyama","raw_affiliation_strings":["Nagasaki Institute of Applied Science,Department of Electrical and Electronic Engineering,Nagasaki,Japan","Department of Electrical and Electronic Engineering, Nagasaki Institute of Applied Science, Nagasaki, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5367-926X","affiliations":[{"raw_affiliation_string":"Nagasaki Institute of Applied Science,Department of Electrical and Electronic Engineering,Nagasaki,Japan","institution_ids":["https://openalex.org/I18894396"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Nagasaki Institute of Applied Science, Nagasaki, Japan","institution_ids":["https://openalex.org/I18894396"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059487693","display_name":"Mitsumasa Koyanagi","orcid":"https://orcid.org/0000-0003-4726-4217"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsumasa Koyanagi","raw_affiliation_strings":["Tohoku MicroTec Co., Ltd.,Sendai,Japan","Tohoku MicroTec Co., Ltd., Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4726-4217","affiliations":[{"raw_affiliation_string":"Tohoku MicroTec Co., Ltd.,Sendai,Japan","institution_ids":["https://openalex.org/I201537933"]},{"raw_affiliation_string":"Tohoku MicroTec Co., Ltd., Sendai, Japan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.814,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70511088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998000264167786,"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/T10320","display_name":"Neural Networks and Applications","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7362465858459473},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.654640793800354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6492398977279663},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6233607530593872},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.5991714000701904},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5443586111068726},{"id":"https://openalex.org/keywords/integrated-circuit","display_name":"Integrated circuit","score":0.43742966651916504},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3819023370742798},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3292887508869171},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30119743943214417},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19254466891288757},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17646929621696472},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07616299390792847},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06605392694473267}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7362465858459473},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.654640793800354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6492398977279663},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6233607530593872},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.5991714000701904},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5443586111068726},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.43742966651916504},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3819023370742798},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3292887508869171},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30119743943214417},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19254466891288757},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17646929621696472},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07616299390792847},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06605392694473267},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/3dic52383.2021.9687614","is_oa":false,"landing_page_url":"https://doi.org/10.1109/3dic52383.2021.9687614","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International 3D Systems Integration Conference (3DIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3081689000","display_name":null,"funder_award_id":"JPNP18004","funder_id":"https://openalex.org/F4320321034","funder_display_name":"New Energy and Industrial Technology Development Organization"}],"funders":[{"id":"https://openalex.org/F4320309074","display_name":"Cadence Design Systems","ror":"https://ror.org/04w8xa018"},{"id":"https://openalex.org/F4320321034","display_name":"New Energy and Industrial Technology Development Organization","ror":"https://ror.org/0055k7a87"},{"id":"https://openalex.org/F4320322832","display_name":"University of Tokyo","ror":"https://ror.org/057zh3y96"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2009195513","https://openalex.org/W2103179919","https://openalex.org/W2160127815","https://openalex.org/W2171865010","https://openalex.org/W3042706798","https://openalex.org/W3174656867","https://openalex.org/W3204184856","https://openalex.org/W4292880809"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W3111219495","https://openalex.org/W2356013541","https://openalex.org/W2385444679","https://openalex.org/W3133868776","https://openalex.org/W144391745","https://openalex.org/W2360644005","https://openalex.org/W2350667299","https://openalex.org/W2365027229","https://openalex.org/W4229851301"],"abstract_inverted_index":{"A":[0,28],"TSV/$\\mu\\text{Bump}$stacked":[1],"3D":[2],"cyclic":[3,60],"deep":[4],"neural":[5,19,30],"network":[6,20,31],"integrated":[7],"circuit":[8,63,68,76],"architecture":[9,25],"was":[10,26],"proposed.":[11],"Furthermore,":[12],"a":[13,17,34,59,73],"technique":[14],"for":[15],"embedding":[16],"chaotic":[18,61],"reservoir":[21],"into":[22],"the":[23,45,48,54,80,84,88,91],"proposed":[24,49],"devised.":[27],"proof-of-concept":[29],"chip,":[32],"and":[33,41,71],"weight":[35],"memory":[36],"chip":[37,56],"have":[38],"been":[39],"designed":[40],"fabricated":[42],"to":[43],"confirm":[44],"feasibly":[46],"of":[47,87],"architecture.":[50],"In":[51],"this":[52],"study,":[53],"neuron":[55,62],"configured":[57],"as":[58],"is":[64],"evaluated":[65],"by":[66],"measuring":[67],"building":[69],"blocks,":[70],"constructing":[72],"dedicated":[74],"MATLAB":[75,92],"emulator":[77,93],"based":[78],"on":[79],"measurement":[81],"results":[82,89],"from":[83,90],"chip.":[85],"Some":[86],"are":[94],"illustrated.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}