Next Generation Arithmetic

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

John Gustafson, Siew Hoon Leong, Marek Michalewicz (Herausgeber)

Buch | Softcover

X, 189 Seiten

2023 | 1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-32179-5 (ISBN)

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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.

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.

Erscheinungsdatum	13.05.2023
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 189 p. 96 illus., 80 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	314 g
Themenwelt	Informatik ► Weitere Themen ► Hardware
Schlagworte	Artificial Intelligence • Communication Systems • Computer arithmetic • Computer Networks • High-Performance Computing
ISBN-10	3-031-32179-0 / 3031321790
ISBN-13	978-3-031-32179-5 / 9783031321795
Zustand	Neuware