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

Format:

Book

Contributor:

Gustafson, John, editor.

Leong, Siew Hoon, editor.

Michalewicz, Marek, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13851

Language:

English

Subjects (All):

Computer arithmetic and logic units.

Arithmetic and Logic Structures.

Local Subjects:

Arithmetic and Logic Structures.

Physical Description:

1 online resource (199 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2023.

Summary:

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.

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.

Notes:

Includes bibliographical references and index.

ISBN:

9783031321801

3031321804