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Neuromorphic Computing Principles and Organization

The second edition of Neuromorphic Computing Principles and Organization delves deeply into neuromorphic computing, focusing on designing fault-tolerant, scalable hardware for spiking neural networks. Each chapter includes exercises to enhance understanding. All existing chapters have been meticulou...

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Hlavní autoři: Ben Abdallah, Abderazek (Autor), Dang, Khanh N. (Autor)
Korporativní autor: SpringerLink (Online service)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Vydání:2nd ed. 2025.
Témata:
Microprocessors.
Computer architecture.
Database management.
Artificial intelligence.
Computational intelligence.
Processor Architectures.
Database Management System.
Artificial Intelligence.
Computational Intelligence.
On-line přístup:https://doi.org/10.1007/978-3-031-83089-1
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Obsah:
  • Foundations of Neuromorphic Computing
  • Neuromorphic System Design Fundamentals
  • Learning in Neuromorphic Computing Systems
  • Emerging Memory Devices for Neuromorphic Systems
  • Communication Networks for Neuromorphic Systems
  • Fault-Tolerant Neuromorphic System Design
  • Reconfigurable Neuromorphic Computing Systems
  • Practical Design and Implementation of 3D-NoC-Based NeuromorphicSystem (RNASH)
  • Case Study: Advanced Neuromorphic Prosthetic Design
  • Comprehensive Review of Neuromorphic Systems
  • Index.

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