Neuromorphic Computing and Beyond : Parallel, Approximation, Near Memory, and Quantum /

This book discusses and compares several new trends that can be used to overcome Moore's law limitations, including Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing. The author shows how these paradigms are used to enhance computing capability as developers face the practic...

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Bibliographic Details
Main Author:	Mohamed, Khaled Salah (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:	1st ed. 2020.
Subjects:	Electronic circuits. Computer engineering. Internet of things. Embedded computer systems. Microprocessors. Circuits and Systems. Cyber-physical systems, IoT. Processor Architectures. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

An Introduction: New Trends in Computing
Numerical Computing
Parallel Computing: OpenMP, MPI, and CUDA
Deep Learning and Cognitive computing: Pillars and Ladders
Approximate Computing: Towards Ultra Low Power Systems Design
Near-Memory/In-Memory Computing: Pillars and Ladders
Quantum Computing and DNA Computing: Beyond Conventional Approaches
Cloud, Fog and Edge Computing
Reconfigurable and Heterogeneous Computing
Conclusion
Index.