Next Generation Arithmetic

Third International Conference, CoNGA 2022, Singapore, March 1–3, 2022, Revised Selected Papers

John Gustafson, Vassil Dimitrov (Herausgeber)

Buch | Softcover

VII, 135 Seiten

2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-031-09778-2 (ISBN)

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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.

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.

Erscheinungsdatum	21.07.2022
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	VII, 135 p. 47 illus., 34 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	232 g
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Theorie / Studium ► Kryptologie
	Informatik ► Weitere Themen ► Hardware
Schlagworte	Applications • Artificial Intelligence • Communication Systems • Computer arithmetic • Computer Networks • computer vision • conference proceedings • High-Performance Computing • Image Processing • Microprocessor chips • Network Protocols • Signal Processing • Telecommunication Systems
ISBN-10	3-031-09778-5 / 3031097785
ISBN-13	978-3-031-09778-2 / 9783031097782
Zustand	Neuware