Mohamed K.S. Neuromorphic Computing and Beyond. Parallel, Approximation, Near Memory, and Quantum

Springer, 2020. — 241 p. — ISBN: 978-3-030-37223-1.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.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