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Numbers And Computers eBook

de Ronald T. Kneusel
Livro eBook
idioma: inglês
Editor: Springer Nature Switzerland, dezembro de 2024 ‧
79,49€
71,54€
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Ebook para ADE

This textbook details the variety of number formats used by computers, thereby helping to ground readers in what can and cannot be represented accurately, especially by floating-point numbers.

The book''s first part details standard representations of integers and floating-point numbers.  The second explores other number representations, including the wide variety recently developed to support artificial intelligence (AI) and its demand for efficiency in representation to accommodate the ever-expanding scope of neural network models.  Chapters describe each format, with examples in code (Python and C) and exercises.  This new edition includes three new chapters on posits, AI number formats, and a collaborative experiment with an AI to generate novel number formats.

Topics and features:

  • Explores how computers use numbers to complete operations
  • Adds new chapters on posits and AI number formats
  • Includes exercises and examples that are code snippets in C or Python
  • Implements and tests new AI-designed number formats (as designed by GPT-4)
  • Provides thorough grounding on what can and cannot be represented accurately

A textbook eminently suitable for undergraduates in computer science, the work also will appeal to software developers, engineers, scientists, AI experts, and anyone who programs for fun.

Numbers And Computers

de Ronald T. Kneusel

Propriedade Descrição
ISBN: 9783031674822
Editor: Springer Nature Switzerland
Data de Lançamento: dezembro de 2024
Idioma: Inglês
Tipo de produto: eBook
Formato e Compatibilidade:
Coleção: Texts In Computer Science
Classificação Temática: eBooks em Inglês > Ciências Exatas e Naturais > Matemática
EAN: 9783031674822
Acessibilidade: Ver características de acessibilidade indicadas pelo editor

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