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Liu, Albert Chun-Chen,

Artificial intelligence hardware design : challenges and solutions / Albert Chun Chen Liu and Oscar Ming Kin Law. - 1 online resource (233 pages)

Includes bibliographical references and index.

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

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.

ISBN: 9781119810483 1119810485 9781119810469 1119810469 9781119810476 1119810477

Standard No.: 10.1002/9781119810483 doi

Source: 9536220 IEEE

Nat. Bib. No.: GBC1E6476 bnb

Nat. Bib. Agency Control No.: 020313504 Uk

Subjects--Topical Terms:
Neural networks (Computer science)
Artificial intelligence.
Computer engineering.
Neural Networks, Computer
Artificial Intelligence
R�eseaux neuronaux (Informatique)
Intelligence artificielle.
Ordinateurs--Conception et construction.
artificial intelligence.
Artificial intelligence
Computer engineering
Neural networks (Computer science)

LC Class. No.: QA76.87

Dewey Class. No.: 006.3/2