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Next Generation Arithmetic: 4th International Conference, CoNGA 2023, Singapore, March 1-2, 2023, Proceedings de John Gustafson

Next Generation Arithmetic: 4th International Conference, CoNGA 2023, Singapore, March 1-2, 2023, Proceedings: Lecture Notes in Computer Science, cartea 13851

Editat de John Gustafson, Siew Hoon Leong, Marek Michalewicz
en Limba Engleză Paperback – 12 mai 2023
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.

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Specificații

ISBN-13: 9783031321795
ISBN-10: 3031321790
Ilustrații: X, 189 p. 96 illus., 80 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.29 kg
Ediția:1st ed. 2023
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Computer Science

Locul publicării:Cham, Switzerland

Cuprins

​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.