{"id":"https://openalex.org/W4391042135","doi":"https://doi.org/10.1145/3607888.3610230","title":"Education Abstract: Optical Computing for AI Acceleration","display_name":"Education Abstract: Optical Computing for AI Acceleration","publication_year":2023,"publication_date":"2023-09-17","ids":{"openalex":"https://openalex.org/W4391042135","doi":"https://doi.org/10.1145/3607888.3610230"},"language":"en","primary_location":{"id":"doi:10.1145/3607888.3610230","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607888.3610230","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607888.3610230","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Hardware/Software Codesign and System Synthesis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3607888.3610230","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018382547","display_name":"Sudeep Pasricha","orcid":"https://orcid.org/0000-0002-0846-0066"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sudeep Pasricha","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, Colorado, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, Colorado, USA","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5018382547"],"corresponding_institution_ids":["https://openalex.org/I92446798"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19205338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9962999820709229,"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/T10232","display_name":"Optical Network Technologies","score":0.9908999800682068,"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/computer-science","display_name":"Computer science","score":0.7989847660064697},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5615447163581848},{"id":"https://openalex.org/keywords/optical-computing","display_name":"Optical computing","score":0.5366138219833374},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5271463394165039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4684612452983856},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4664539694786072},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4606914520263672},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4582397937774658},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.442500501871109},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43546047806739807},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4230383038520813},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3510674834251404},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3441838026046753},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.26404207944869995},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.17515817284584045},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.16969430446624756},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09562933444976807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7989847660064697},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5615447163581848},{"id":"https://openalex.org/C148204187","wikidata":"https://www.wikidata.org/wiki/Q176541","display_name":"Optical computing","level":2,"score":0.5366138219833374},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5271463394165039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4684612452983856},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4664539694786072},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4606914520263672},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4582397937774658},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.442500501871109},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43546047806739807},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4230383038520813},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3510674834251404},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3441838026046753},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26404207944869995},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.17515817284584045},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.16969430446624756},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09562933444976807},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3607888.3610230","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607888.3610230","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607888.3610230","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Hardware/Software Codesign and System Synthesis","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3607888.3610230","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607888.3610230","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607888.3610230","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Hardware/Software Codesign and System Synthesis","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G2876113171","display_name":null,"funder_award_id":"CCF-1813370","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3110505678","display_name":null,"funder_award_id":"CCF-2006788","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391042135.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2148689064","https://openalex.org/W2802266077","https://openalex.org/W2886216548","https://openalex.org/W3013686475","https://openalex.org/W3036603460","https://openalex.org/W3042383714","https://openalex.org/W3132468818","https://openalex.org/W3174630792","https://openalex.org/W3178796944","https://openalex.org/W3197913648","https://openalex.org/W4281957059","https://openalex.org/W4294534581","https://openalex.org/W4323547442","https://openalex.org/W4360885572"],"related_works":["https://openalex.org/W2565094479","https://openalex.org/W2390829436","https://openalex.org/W1989791859","https://openalex.org/W602859758","https://openalex.org/W2006439817","https://openalex.org/W1971289376","https://openalex.org/W2379101322","https://openalex.org/W1992553864","https://openalex.org/W2776207444","https://openalex.org/W2726447019"],"abstract_inverted_index":{"Emerging":[0],"AI":[1,36,51],"applications":[2],"such":[3],"as":[4],"large":[5],"language":[6],"models,":[7],"vision":[8],"transformers,":[9],"graph":[10],"convolutional":[11],"networks,":[12],"and":[13,53],"other":[14],"deep":[15],"neural":[16],"networks":[17],"require":[18],"massive":[19],"computational":[20],"resources.":[21],"Contemporary":[22],"electronic":[23],"platforms":[24],"are":[25],"struggling":[26],"to":[27],"keep":[28],"up":[29],"with":[30,62],"the":[31,59],"demands":[32],"of":[33,50],"these":[34],"emerging":[35],"applications.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41],"discuss":[42],"how":[43,54],"optical":[44],"computing":[45],"can":[46,57],"enable":[47],"light-speed":[48],"acceleration":[49],"workloads,":[52],"cross-layer":[55],"design":[56],"overcome":[58],"many":[60],"challenges":[61],"it.":[63]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
