Next Generation Arithmetic
Springer International Publishing (Verlag)
978-3-031-72708-5 (ISBN)
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This book constitutes the refereed post-conference proceedings of the 5th International Conference for Next Generation Arithmetic, CoNGA 2024, held in Sydney, NSW, Australia, during February 20-21, 2024.
The 5 revised full papers presented were carefully selected from 9 submissions. CoNGA is the leading conference on emerging technologies for computer arithmetic. The demands of both AI and HPC have led the community to realize that something better than traditional floating-point arithmetic is needed to reach the speed, accuracy, and energy-efficiency that are needed for today's most challenging workloads. In particular, posit arithmetic is achieving rapid adoption as a non-proprietary format, but CoNGA welcomes papers about any arithmetic format that breaks from the past and shows merit and promise.
Papers.- Beating Posits at Their Own Game Takum Arithmetic.- Breaking New Ground in AI with Posit Arithmetic and Vision Transformer.- Iterative Refinement with Mixed Precision Posit Arithmetic.- Adaptive Interval Segmentation An Algorithmic Approach for Optimal SORN Datatypes.- Unleashing Simple Pendulum Dynamics with Posit Arithmetic.
| Erscheint lt. Verlag | 25.11.2024 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XII, 134 p. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Weitere Themen ► Hardware |
| Schlagworte | Artificial Intelligence • Artificial Intelligence Data Formats • Communication Systems • Computer arithmetic • Computer Networks • Energy Efficient Arithmetic • Exploring new applications • Hardware projects • High-Performance Computing • New and interesting use cases • Posit & Valid Arithmetic • Posits libraries and other number coding libraries • Right Sizing Precision • Standarisation efforts |
| ISBN-10 | 3-031-72708-8 / 3031727088 |
| ISBN-13 | 978-3-031-72708-5 / 9783031727085 |
| Zustand | Neuware |
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