Next Generation Arithmetic de John Gustafson

Next Generation Arithmetic: Lecture Notes in Computer Science, cartea 13253

John Gustafson

Vassil Dimitrov

en Limba Engleză Paperback – 14 iul 2022

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.

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Specificații

ISBN-13: 9783031097782
ISBN-10: 3031097785
Pagini: 144
Ilustrații: VII, 135 p. 47 illus., 34 illus. in color.
Dimensiuni: 155 x 235 x 9 mm
Greutate: 0.23 kg
Ediția:1st edition 2022
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science

Locul publicării:Cham, Switzerland

Cuprins

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.