{"id":"https://openalex.org/W7164378176","doi":"https://doi.org/10.1145/3814943.3816183","title":"A Functional Approach to Synthesizing Routable Programmable Accelerators for Neural Networks","display_name":"A Functional Approach to Synthesizing Routable Programmable Accelerators for Neural Networks","publication_year":2026,"publication_date":"2026-06-11","ids":{"openalex":"https://openalex.org/W7164378176","doi":"https://doi.org/10.1145/3814943.3816183"},"language":null,"primary_location":{"id":"doi:10.1145/3814943.3816183","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3814943.3816183","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3814943.3816183","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003112703","display_name":"Tzung-Han Juang","orcid":"https://orcid.org/0000-0003-1629-8617"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tzung-Han Juang","raw_affiliation_strings":["McGill University, Montreal, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1629-8617","affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138474082","display_name":"Paul Teng","orcid":"https://orcid.org/0009-0002-4430-595X"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paul Teng","raw_affiliation_strings":["McGill University, Montreal, Canada"],"raw_orcid":"https://orcid.org/0009-0002-4430-595X","affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050229154","display_name":"Christophe Dubach","orcid":"https://orcid.org/0000-0003-4811-2469"},"institutions":[{"id":"https://openalex.org/I4210164802","display_name":"Mila - Quebec Artificial Intelligence Institute","ror":"https://ror.org/05c22rx21","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210164802"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Christophe Dubach","raw_affiliation_strings":["MILA, Montreal, Canada","McGill University, Montreal, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4811-2469","affiliations":[{"raw_affiliation_string":"MILA, Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94698833,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"156","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.16680000722408295,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.16680000722408295,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.1111999973654747,"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/T10320","display_name":"Neural Networks and Applications","score":0.08219999819993973,"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":0.5109999775886536},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.33899998664855957},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.2992999851703644},{"id":"https://openalex.org/keywords/functional-approach","display_name":"Functional approach","score":0.29339998960494995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6252999901771545},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5109999775886536},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.33899998664855957},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3359000086784363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3068000078201294},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C2777131603","wikidata":"https://www.wikidata.org/wiki/Q5508796","display_name":"Functional approach","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.28279998898506165},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27900001406669617}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3814943.3816183","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3814943.3816183","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3814943.3816183","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3814943.3816183","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1983394510","https://openalex.org/W2002555321","https://openalex.org/W2003131643","https://openalex.org/W2018055497","https://openalex.org/W2098394034","https://openalex.org/W2143609451","https://openalex.org/W2194775991","https://openalex.org/W2544002786","https://openalex.org/W2570343428","https://openalex.org/W2727238169","https://openalex.org/W2757637133","https://openalex.org/W2771210328","https://openalex.org/W2798482398","https://openalex.org/W2798804265","https://openalex.org/W2899543855","https://openalex.org/W2913417348","https://openalex.org/W2954600699","https://openalex.org/W3006236305","https://openalex.org/W3033414614","https://openalex.org/W3033664232","https://openalex.org/W3090389586","https://openalex.org/W3111809341","https://openalex.org/W3164217046","https://openalex.org/W3211485653","https://openalex.org/W4210570899","https://openalex.org/W4251523731","https://openalex.org/W4281750399","https://openalex.org/W4318541655","https://openalex.org/W4386568643","https://openalex.org/W4394998532","https://openalex.org/W7160381198"],"related_works":[],"abstract_inverted_index":{"Producing":[0],"optimized":[1],"accelerators":[2],"is":[3],"tedious,":[4],"as":[5,13,24,30],"even":[6],"modern":[7],"HDLs":[8],"(Hardware":[9],"Description":[10],"Languages)":[11],"such":[12,23],"Chisel,":[14],"require":[15],"reasoning":[16],"about":[17],"low-level":[18],"concepts.":[19],"Recent":[20],"functional":[21],"approaches,":[22],"Aetherling":[25],"and":[26],"SHIR,":[27],"treat":[28],"hardware":[29],"composition":[31],"of":[32],"pure":[33],"operators.":[34],"This":[35],"raises":[36],"the":[37],"abstraction":[38],"level,":[39],"allowing":[40],"for":[41,46],"systematic":[42],"optimizations":[43],"through":[44],"rewriterules":[45],"FPGAs":[47],"(Field":[48],"Programmable":[49],"Gate":[50],"Arrays).":[51]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2026-06-12T00:00:00"}