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Next Generation Arithmetic

4th International Conference, CoNGA 2023, Singapore, March 1-2, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. John Gustafson

    1. Arizona State University, Tempe, USA

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  2. Siew Hoon Leong

    1. Swiss National Supercomputing Centre, ETH Zurich, Lugano, Switzerland

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    You can also search for this editor in PubMed   Google Scholar

  3. Marek Michalewicz

    1. National Supercomputing Centre, Singapore, Singapore

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13851)

Included in the following conference series:

Conference proceedings info: CoNGA 2023.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Lossless FFTs Using Posit Arithmetic

    • Siew Hoon Leong, John L. Gustafson
    Pages 1-18

  3. Bedot: Bit Efficient Dot Product for Deep Generative Models

    • Nhut-Minh Ho, Duy-Thanh Nguyen, John L. Gustafson, Weng-Fai Wong
    Pages 19-37

  4. A Paradigm for Interval-Aware Programming

    • Moritz Beutel, Robert Strzodka
    Pages 38-60

  5. Decoding-Free Two-Input Arithmetic for Low-Precision Real Numbers

    • John L. Gustafson, Marco Cococcioni, Federico Rossi, Emanuele Ruffaldi, Sergio Saponara
    Pages 61-76

  6. Hybrid SORN Hardware Accelerator for Support Vector Machines

    • Nils Hülsmeier, Moritz Bärthel, Jochen Rust, Steffen Paul
    Pages 77-87

  7. PHAc: Posit Hardware Accelerator for Efficient Arithmetic Logic Operations

    • Diksha Shekhawat, Jugal Gandhi, M. Santosh, Jai Gopal Pandey
    Pages 88-100

  8. Fused Three-Input SORN Arithmetic

    • Moritz Bärthel, Chen Yuxing, Nils Hülsmeier, Jochen Rust, Steffen Paul
    Pages 101-113

  9. Towards a Better 16-Bit Number Representation for Training Neural Networks

    • Himeshi De Silva, Hongshi Tan, Nhut-Minh Ho, John L. Gustafson, Weng-Fai Wong
    Pages 114-133

  10. Improving the Stability of Kalman Filters with Posit Arithmetic

    • Ponsuganth Ilangovan P., Rohan Rayan, Vinay Shankar Saxena
    Pages 134-154

  11. Evaluation of the Use of Low Precision Floating-Point Arithmetic for Applications in Radio Astronomy

    • Thushara Kanchana Gunaratne
    Pages 155-170

  12. PLAUs: Posit Logarithmic Approximate Units to Implement Low-Cost Operations with Real Numbers

    • Raul Murillo, David Mallasén, Alberto A. Del Barrio, Guillermo Botella
    Pages 171-188

  13. Back Matter

    Pages 189-189
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  1. Next Generation Arithmetic

Keywords

About this book

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.




Editors and Affiliations

  • Arizona State University, Tempe, USA

    John Gustafson

  • Swiss National Supercomputing Centre, ETH Zurich, Lugano, Switzerland

    Siew Hoon Leong

  • National Supercomputing Centre, Singapore, Singapore

    Marek Michalewicz

Bibliographic Information

  • Book Title: Next Generation Arithmetic

  • Book Subtitle: 4th International Conference, CoNGA 2023, Singapore, March 1-2, 2023, Proceedings

  • Editors: John Gustafson, Siew Hoon Leong, Marek Michalewicz

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-32180-1

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-32179-5Published: 12 May 2023

  • eBook ISBN: 978-3-031-32180-1Published: 11 May 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: X, 189

  • Number of Illustrations: 16 b/w illustrations, 80 illustrations in colour

  • Topics: Arithmetic and Logic Structures

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