03732nam 22007935 450 991058447480332120251225213445.03-031-09779-310.1007/978-3-031-09779-9(MiAaPQ)EBC7044699(Au-PeEL)EBL7044699(CKB)24243663800041(PPN)263897125(BIP)85092294(BIP)84362211(DE-He213)978-3-031-09779-9(EXLCZ)992424366380004120220713d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierNext Generation Arithmetic Third International Conference, CoNGA 2022, Singapore, March 1–3, 2022, Revised Selected Papers /edited by John Gustafson, Vassil Dimitrov1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (142 pages)Lecture Notes in Computer Science,1611-3349 ;13253Print version: Gustafson, John Next Generation Arithmetic Cham : Springer International Publishing AG,c2022 9783031097782 On the Implementation of Edge Detection Algorithms with SORN Arithmetic -- A Posit8 Decompression Operator for Deep Neural Network Inference -- Qtorch+: Next Generation Arithmetic for Pytorch Machine Learning -- ACTION: Automated Hardware-Software Codesign Framework for Low-precision Numerical Format SelecTION in TinyML -- MultiPosits: Universal Coding of Rn -- Comparing Different Decodings for Posit Arithmetic -- Universal⋆: Reliable, Reproducible, and Energy-Efficient Numerics -- Small reals representations for Deep Learning at the edge: a comparison.This book constitutes the refereed proceedings of the Third International Conference on Next Generation Arithmetic, CoNGA 2022, which was held in Singapore, during March 1–3, 2022. The 8 full papers included in this book were carefully reviewed and selected from 12 submissions. They deal with emerging technologies for computer arithmetic focusing on the demands of both AI and high-performance computing. .Lecture Notes in Computer Science,1611-3349 ;13253Computer arithmetic and logic unitsCoding theoryInformation theoryMicroprogrammingComputer input-output equipmentComputer networksComputer scienceMathematicsArithmetic and Logic StructuresCoding and Information TheoryControl Structures and MicroprogrammingInput/Output and Data CommunicationsComputer Communication NetworksMathematics of ComputingComputer arithmetic and logic units.Coding theory.Information theory.Microprogramming.Computer input-output equipment.Computer networks.Computer scienceMathematics.Arithmetic and Logic Structures.Coding and Information Theory.Control Structures and Microprogramming.Input/Output and Data Communications.Computer Communication Networks.Mathematics of Computing.004.0151004.01513Gustafson JohnDimitrov VassilMiAaPQMiAaPQMiAaPQBOOK9910584474803321Next Generation Arithmetic3383976UNINA