John Gustafson,
Vassil Dimitrov
Springer International Publishing
e druk, 2022
9783031097782
Next Generation Arithmetic
Third International Conference, CoNGA 2022, Singapore, March 1–3, 2022, Revised Selected Papers
Specificaties
Paperback, blz.
|
Engels
Springer International Publishing |
e druk, 2022
ISBN13: 9783031097782
Rubricering
Onderdeel van serie
Lecture Notes in Computer Science
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783031097782
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
Inhoudsopgave
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.