Next Generation Arithmetic [electronic resource] : 5th International Conference, CoNGA 2024, Sydney, NSW, Australia, February 20-21, 2024, Proceedings / edited by Marek Michalewicz, John Gustafson, Himeshi De Silva.

Colaborador(es): Michalewicz, Marek [editor.] | Gustafson, John [editor.] | De Silva, Himeshi [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Computer Science ; 14666Editor: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: IX, 125 p. 46 illus., 34 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783031727092Tema(s): Computer arithmetic and logic units | Arithmetic and Logic StructuresFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 004.01513 Clasificación LoC:QA76.9.C62Recursos en línea: Libro electrónicoTexto
Contenidos:
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.
En: Springer Nature eBookResumen: 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.
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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.

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.

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