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Next Generation Arithmetic [electronic resource] : 4th International Conference, CoNGA 2023, Singapore, March 1-2, 2023, Proceedings / edited by John Gustafson, Siew Hoon Leong, Marek Michalewicz.

Contributor(s): Gustafson, John [editor.] | Leong, Siew Hoon [editor.] | Michalewicz, Marek [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 13851Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2023Edition: 1st ed. 2023.Description: X, 189 p. 96 illus., 80 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031321801.Subject(s): Computer arithmetic and logic units | Arithmetic and Logic StructuresAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 004.01513 Online resources: Click here to access online
Contents:
Lossless FFTs Using Posit Arithmetic -- Bedot: Bit Efficient Dot Product for Deep Generative Models -- A paradigm for interval-aware programming -- Decoding-free Two-Input Arithmetic for Low-Precision Real Numbers -- Hybrid SORN Hardware Accelerator for Support Vector Machines -- PHAc: Posit Hardware Accelerator for Efficient Arithmetic Logic Operations -- Fused Three-Input SORN Arithmetic -- Towards a Better 16-Bit Number Representation for Training Neural Networks -- Improving the Stability of Kalman Filters with Posit arithmetic -- Evaluation of the use of Low Precision Floating-Point Arithmetic for Applications in Radio Astronomy -- PLAUs: Posit Logarithmic Approximate Units to Implement Low-Cost Operations with Real Numbers.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 4th International Conference on Next Generation Arithmetic, CoNGA 2023, held in Singapore, during March 1-2, 2023. The 11 full papers in this book were carefully reviewed and selected from 16 submissions. They were organized in topical sections as follows: Lossless FFTs Using Posit Arithmetic, PLAUs: Posit Logarithmic Approximate Units to Implement Low-Cost Operations with Real Numbers.
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Lossless FFTs Using Posit Arithmetic -- Bedot: Bit Efficient Dot Product for Deep Generative Models -- A paradigm for interval-aware programming -- Decoding-free Two-Input Arithmetic for Low-Precision Real Numbers -- Hybrid SORN Hardware Accelerator for Support Vector Machines -- PHAc: Posit Hardware Accelerator for Efficient Arithmetic Logic Operations -- Fused Three-Input SORN Arithmetic -- Towards a Better 16-Bit Number Representation for Training Neural Networks -- Improving the Stability of Kalman Filters with Posit arithmetic -- Evaluation of the use of Low Precision Floating-Point Arithmetic for Applications in Radio Astronomy -- PLAUs: Posit Logarithmic Approximate Units to Implement Low-Cost Operations with Real Numbers.

This book constitutes the refereed proceedings of the 4th International Conference on Next Generation Arithmetic, CoNGA 2023, held in Singapore, during March 1-2, 2023. The 11 full papers in this book were carefully reviewed and selected from 16 submissions. They were organized in topical sections as follows: Lossless FFTs Using Posit Arithmetic, PLAUs: Posit Logarithmic Approximate Units to Implement Low-Cost Operations with Real Numbers.

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