Neuromorphic Computing and Beyond : Parallel, Approximation, Near Memory, and Quantum / by Khaled Salah Mohamed.
2020
Q335 .M643 2020
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Details
Title
Neuromorphic Computing and Beyond : Parallel, Approximation, Near Memory, and Quantum / by Khaled Salah Mohamed.
Author
Mohamed, Khaled Salah.
Edition
1st ed. 2020.
ISBN
9783030372248
3030372243
9783030372231 (print)
3030372235
9783030372255 (print)
3030372251
9783030372262 (print)
303037226X
3030372243
9783030372231 (print)
3030372235
9783030372255 (print)
3030372251
9783030372262 (print)
303037226X
Publication Details
Cham : Springer International Publishing : Imprint: Springer, 2020.
Language
English
Description
1 online resource (XIV, 233 p. 179 illus., 148 illus. in color. :) online resource.
Item Number
10.1007/978-3-030-37224-8 doi
Call Number
Q335 .M643 2020
Dewey Decimal Classification
621.3815
Summary
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 practical and physical limitations of scaling, while the demand for computing power keeps increasing. The discussion includes a state-of-the-art overview and the essential details of each of these paradigms. Introduces in one volume all the trends that can be used to overcome Moore's law limitations; Describes in detail Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing concepts, in a manner accessible to a wide variety of readers; Compares tradeoffs between the various paradigms discussed.
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Access limited to authorized users.
Digital File Characteristics
text file PDF
Available in Other Form
Print version: 9783030372231
Print version: 9783030372255
Print version: 9783030372262
Print version: 9783030372255
Print version: 9783030372262
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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.
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.