{"id":"https://openalex.org/W3037644476","doi":"https://doi.org/10.1007/s11265-020-01555-w","title":"FARM: A Flexible Accelerator for Recurrent and Memory Augmented Neural Networks","display_name":"FARM: A Flexible Accelerator for Recurrent and Memory Augmented Neural Networks","publication_year":2020,"publication_date":"2020-06-24","ids":{"openalex":"https://openalex.org/W3037644476","doi":"https://doi.org/10.1007/s11265-020-01555-w","mag":"3037644476"},"language":"en","primary_location":{"id":"doi:10.1007/s11265-020-01555-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11265-020-01555-w","pdf_url":null,"source":{"id":"https://openalex.org/S11258463","display_name":"Journal of Signal Processing Systems","issn_l":"1939-8018","issn":["1939-8018","1939-8115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Signal Processing Systems","raw_type":"journal-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/A5008340979","display_name":"Nagadastagiri Challapalle","orcid":"https://orcid.org/0000-0003-3324-2009"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nagadastagiri Challapalle","raw_affiliation_strings":["The Pennsylvania State University, University Park, State College, PA, 16801, USA"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, University Park, State College, PA, 16801, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084915606","display_name":"Sahithi Rampalli","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sahithi Rampalli","raw_affiliation_strings":["The Pennsylvania State University, University Park, State College, PA, 16801, USA"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, University Park, State College, PA, 16801, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020136488","display_name":"Nicholas Jao","orcid":"https://orcid.org/0000-0003-0322-1370"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Jao","raw_affiliation_strings":["The Pennsylvania State University, University Park, State College, PA, 16801, USA"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, University Park, State College, PA, 16801, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113909089","display_name":"Akshaykrishna Ramanathan","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akshaykrishna Ramanathan","raw_affiliation_strings":["The Pennsylvania State University, University Park, State College, PA, 16801, USA"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, University Park, State College, PA, 16801, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111858123","display_name":"John J. Sampson","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Sampson","raw_affiliation_strings":["The Pennsylvania State University, University Park, State College, PA, 16801, USA"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, University Park, State College, PA, 16801, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101919131","display_name":"Vijaykrishnan Narayanan","orcid":"https://orcid.org/0000-0001-6266-6068"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijaykrishnan Narayanan","raw_affiliation_strings":["The Pennsylvania State University, University Park, State College, PA, 16801, USA"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, University Park, State College, PA, 16801, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008340979"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.688,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71811791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"92","issue":"11","first_page":"1247","last_page":"1261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9972000122070312,"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":0.9972000122070312,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9948999881744385,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.994700014591217,"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/computer-science","display_name":"Computer science","score":0.8493719100952148},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7697394490242004},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.543943464756012},{"id":"https://openalex.org/keywords/auxiliary-memory","display_name":"Auxiliary memory","score":0.49857211112976074},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.46934211254119873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4312569200992584},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4279560148715973},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4007044732570648},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.0958031713962555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8493719100952148},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7697394490242004},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.543943464756012},{"id":"https://openalex.org/C82687282","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Auxiliary memory","level":2,"score":0.49857211112976074},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.46934211254119873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4312569200992584},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4279560148715973},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4007044732570648},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0958031713962555}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11265-020-01555-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11265-020-01555-w","pdf_url":null,"source":{"id":"https://openalex.org/S11258463","display_name":"Journal of Signal Processing Systems","issn_l":"1939-8018","issn":["1939-8018","1939-8115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Signal Processing Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2223527701","display_name":null,"funder_award_id":"2698.004","funder_id":"https://openalex.org/F4320306087","funder_display_name":"Semiconductor Research Corporation"}],"funders":[{"id":"https://openalex.org/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W580074167","https://openalex.org/W1525961042","https://openalex.org/W1793121960","https://openalex.org/W1973695593","https://openalex.org/W2030081822","https://openalex.org/W2030568691","https://openalex.org/W2143612262","https://openalex.org/W2167425979","https://openalex.org/W2194321275","https://openalex.org/W2399958287","https://openalex.org/W2442974303","https://openalex.org/W2472819217","https://openalex.org/W2508602506","https://openalex.org/W2518281301","https://openalex.org/W2522548197","https://openalex.org/W2530887700","https://openalex.org/W2559094423","https://openalex.org/W2559655401","https://openalex.org/W2585720638","https://openalex.org/W2587019100","https://openalex.org/W2588448445","https://openalex.org/W2606722458","https://openalex.org/W2612690371","https://openalex.org/W2613569094","https://openalex.org/W2790748954","https://openalex.org/W2801000640","https://openalex.org/W2893506424","https://openalex.org/W2896457183","https://openalex.org/W2906043559","https://openalex.org/W2946189125","https://openalex.org/W2946337031","https://openalex.org/W2950527759","https://openalex.org/W2962790689","https://openalex.org/W2963341924","https://openalex.org/W2963403868","https://openalex.org/W2963448850","https://openalex.org/W4243519499","https://openalex.org/W4254672563","https://openalex.org/W4285719527","https://openalex.org/W6638318767","https://openalex.org/W6717697761","https://openalex.org/W6732742072","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2317245370","https://openalex.org/W4249323025","https://openalex.org/W2097707447","https://openalex.org/W198851386","https://openalex.org/W1980160788","https://openalex.org/W2030310580","https://openalex.org/W947442053","https://openalex.org/W2148915962","https://openalex.org/W2283866686","https://openalex.org/W27867058"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}