Artificial intelligence hardware design : challenges and solutions
by
Liu, Albert Chun-Chen, author.
Title
:
Artificial intelligence hardware design : challenges and solutions
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.
COMPUTERS.
Computer engineering
Genre
:
Electronic books.
Added Author
:
Law, Oscar Ming Kin,
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 596987-1001 | QA76.87 | | Wiley E-Kitap Koleksiyonu |