{"title":"Evaluation of the Use of Low Precision Floating-Point Arithmetic for Applications in Radio Astronomy","authors":"T. Gunaratne","doi":"10.1007/978-3-031-32180-1_10","DOIUrl":"https://doi.org/10.1007/978-3-031-32180-1_10","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125614130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Paradigm for Interval-Aware Programming","authors":"M. Beutel, R. Strzodka","doi":"10.1007/978-3-031-32180-1_3","DOIUrl":"https://doi.org/10.1007/978-3-031-32180-1_3","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124205146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
H. F. Langroudi, Vedant Karia, Tej Pandit, Becky Mashaido, D. Kudithipudi
{"title":"ACTION: Automated Hardware-Software Codesign Framework for Low-precision Numerical Format SelecTION in TinyML","authors":"H. F. Langroudi, Vedant Karia, Tej Pandit, Becky Mashaido, D. Kudithipudi","doi":"10.1007/978-3-031-09779-9_4","DOIUrl":"https://doi.org/10.1007/978-3-031-09779-9_4","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"55 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116571550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
{"title":"Small Reals Representations for Deep Learning at the Edge: A Comparison","authors":"M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara","doi":"10.1007/978-3-031-09779-9_8","DOIUrl":"https://doi.org/10.1007/978-3-031-09779-9_8","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132424237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Himeshi De Silva, Hongshi Tan, Nhut-Minh Ho, J. Gustafson, W. Wong
{"title":"Towards a Better 16-Bit Number Representation for Training Neural Networks","authors":"Himeshi De Silva, Hongshi Tan, Nhut-Minh Ho, J. Gustafson, W. Wong","doi":"10.1007/978-3-031-32180-1_8","DOIUrl":"https://doi.org/10.1007/978-3-031-32180-1_8","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"130 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116035020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Raul Murillo, David Mallasén, Alberto A. Del Barrio, Guillermo Botella Juan
{"title":"PLAUs: Posit Logarithmic Approximate Units to Implement Low-Cost Operations with Real Numbers","authors":"Raul Murillo, David Mallasén, Alberto A. Del Barrio, Guillermo Botella Juan","doi":"10.1007/978-3-031-32180-1_11","DOIUrl":"https://doi.org/10.1007/978-3-031-32180-1_11","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129161915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Raul Murillo, David Mallasén Quintana, Alberto A. Del Barrio, Guillermo Botella Juan
{"title":"Comparing Different Decodings for Posit Arithmetic","authors":"Raul Murillo, David Mallasén Quintana, Alberto A. Del Barrio, Guillermo Botella Juan","doi":"10.1007/978-3-031-09779-9_6","DOIUrl":"https://doi.org/10.1007/978-3-031-09779-9_6","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125644750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nils Hülsmeier, Moritz Bärthel, Jochen Rust, S. Paul
{"title":"Hybrid SORN Hardware Accelerator for Support Vector Machines","authors":"Nils Hülsmeier, Moritz Bärthel, Jochen Rust, S. Paul","doi":"10.1007/978-3-031-32180-1_5","DOIUrl":"https://doi.org/10.1007/978-3-031-32180-1_5","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133727203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Moritz Bärthel, Yuexing Chen, Nils Hülsmeier, Jochen Rust, S. Paul
{"title":"Fused Three-Input SORN Arithmetic","authors":"Moritz Bärthel, Yuexing Chen, Nils Hülsmeier, Jochen Rust, S. Paul","doi":"10.1007/978-3-031-32180-1_7","DOIUrl":"https://doi.org/10.1007/978-3-031-32180-1_7","url":null,"abstract":"","PeriodicalId":393264,"journal":{"name":"Conference for Next Generation Arithmetic","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116071627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}