Artificial intelligence hardware design : challenges and solutions

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Title:

Author:

Liu, Albert Chun-Chen, author.

ISBN:

9781119810483

9781119810469

9781119810476

Physical Description:

1 online resource (233 pages)

Contents:

Front Matter -- Introduction -- Deep Learning -- Parallel Architecture -- Streaming Graph Theory -- Convolution Optimization -- In-Memory Computation -- Near-Memory Architecture -- Network Sparsity -- 3D Neural Processing -- Appendix A: Neural Network Topology -- Index

Abstract:

In Artificial Intelligence Hardware Design: Challenges and Solutions, distinguished researchers and authors Drs. Albert Chun Chen Liu and Oscar Ming Kin Law deliver a rigorous and practical treatment of the design applications of specific circuits and systems for accelerating neural network processing. Beginning with a discussion and explanation of neural networks and their developmental history, the book goes on to describe parallel architectures, streaming graphs for massive parallel computation, and convolution optimization.

Local Note:

John Wiley and Sons

Subject Term:

Neural networks (Computer science)

Artificial intelligence.

Computer engineering.

Neural Networks, Computer

Artificial Intelligence

Réseaux neuronaux (Informatique)

Intelligence artificielle.

Ordinateurs -- Conception et construction.

Neural Networks.