{"id":"https://openalex.org/W7165189967","doi":"https://doi.org/10.1109/iscas66217.2026.11562458","title":"Neural Quantization-Aware Piecewise Linear Approximation for Nonlinear Functions on FPGA","display_name":"Neural Quantization-Aware Piecewise Linear Approximation for Nonlinear Functions on FPGA","publication_year":2026,"publication_date":"2026-05-24","ids":{"openalex":"https://openalex.org/W7165189967","doi":"https://doi.org/10.1109/iscas66217.2026.11562458"},"language":null,"primary_location":{"id":"doi:10.1109/iscas66217.2026.11562458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas66217.2026.11562458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5135266986","display_name":"Fanhong Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I160014373","display_name":"Analogic (United States)","ror":"https://ror.org/03ge13j80","country_code":"US","type":"company","lineage":["https://openalex.org/I160014373"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fanhong Zeng","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)","institution_ids":["https://openalex.org/I160014373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138860262","display_name":"Chao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I160014373","display_name":"Analogic (United States)","ror":"https://ror.org/03ge13j80","country_code":"US","type":"company","lineage":["https://openalex.org/I160014373"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chao Li","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)","institution_ids":["https://openalex.org/I160014373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138912776","display_name":"Runhan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I160014373","display_name":"Analogic (United States)","ror":"https://ror.org/03ge13j80","country_code":"US","type":"company","lineage":["https://openalex.org/I160014373"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Runhan Li","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)","institution_ids":["https://openalex.org/I160014373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041599593","display_name":"Juntao Guan","orcid":"https://orcid.org/0000-0002-1640-6799"},"institutions":[{"id":"https://openalex.org/I160014373","display_name":"Analogic (United States)","ror":"https://ror.org/03ge13j80","country_code":"US","type":"company","lineage":["https://openalex.org/I160014373"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juntao Guan","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)","institution_ids":["https://openalex.org/I160014373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051316537","display_name":"Rui Lai","orcid":"https://orcid.org/0000-0002-8458-6429"},"institutions":[{"id":"https://openalex.org/I160014373","display_name":"Analogic (United States)","ror":"https://ror.org/03ge13j80","country_code":"US","type":"company","lineage":["https://openalex.org/I160014373"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Lai","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)","institution_ids":["https://openalex.org/I160014373"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039575274","display_name":"Zhangming Zhu","orcid":"https://orcid.org/0000-0002-7764-1928"},"institutions":[{"id":"https://openalex.org/I160014373","display_name":"Analogic (United States)","ror":"https://ror.org/03ge13j80","country_code":"US","type":"company","lineage":["https://openalex.org/I160014373"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhangming Zhu","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)","institution_ids":["https://openalex.org/I160014373"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I160014373"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70691031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3256","last_page":"3260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7419999837875366,"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/T10320","display_name":"Neural Networks and Applications","score":0.7419999837875366,"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/T11697","display_name":"Numerical Methods and Algorithms","score":0.04479999840259552,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.039900001138448715,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/nonlinear-system","display_name":"Nonlinear system","score":0.5565999746322632},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4235999882221222},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.38100001215934753},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.34850001335144043},{"id":"https://openalex.org/keywords/piecewise-linear-function","display_name":"Piecewise linear function","score":0.33739998936653137},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3287999927997589}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5565999746322632},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4235999882221222},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4131999909877777},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41100001335144043},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4072999954223633},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3716999888420105},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C17095337","wikidata":"https://www.wikidata.org/wiki/Q2375229","display_name":"Piecewise linear function","level":2,"score":0.33739998936653137},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3287999927997589},{"id":"https://openalex.org/C145242015","wikidata":"https://www.wikidata.org/wiki/Q774123","display_name":"Approximation theory","level":2,"score":0.32170000672340393},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.2799000144004822},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2750000059604645},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.25760000944137573}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas66217.2026.11562458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas66217.2026.11562458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335581","display_name":"Young Scientists Fund","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2743909828","https://openalex.org/W3211525823","https://openalex.org/W3217128056","https://openalex.org/W4210722876","https://openalex.org/W4384947491","https://openalex.org/W4385245566","https://openalex.org/W4389166736","https://openalex.org/W4390873361"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-06-19T00:00:00"}