PirateBay Download | liu artificial intelligence hardware design 2021

liu artificial intelligence hardware design 2021

Type:: E-books
Files:: 1
Size:: 17.2 MB
Uploaded On:: Sept. 6, 2021, 6:15 a.m.
Added By:: andryold1
Seeders:: 1
Leechers:: 0
Info Hash:: 4ADC7CC5C2D6BE078BC931600D25A2D26AE3591A

Textbook in PDF format Artificial Intelligence Hardware Design. Learn foundational and advanced topics in Neural Processing Unit design with real-world examples from leading voices in the field 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. The authors offer readers an illustration of in-memory computation through Georgia Tech’s Neurocube and Stanford’s Tetris accelerator using the Hybrid Memory Cube, as well as near-memory architecture through the embedded eDRAM of the Institute of Computing Technology, the Chinese Academy of Science, and other institutions. Readers will also find a discussion of 3D neural processing techniques to support multiple layer neural networks, as well as information like: A thorough introduction to neural networks and neural network development history, as well as Convolutional Neural Network (CNN) models Explorations of various parallel architectures, including the Intel CPU, Nvidia GPU, Google TPU, and Microsoft NPU, emphasizing hardware and software integration for performance improvement Discussions of streaming graph for massive parallel computation with the Blaize GSP and Graphcore IPU An examination of how to optimize convolution with UCLA Deep Convolutional Neural Network accelerator filter decomposition Perfect for hardware and software engineers and firmware developers, Artificial Intelligence Hardware Design is an indispensable resource for anyone working with Neural Processing Units in either a hardware or software capacity

Get This Torrent

Liu A. Artificial Intelligence Hardware Design. Challenges and Solutions 2021.pdf 17.2 MB

Details for: Liu A. Artificial Intelligence Hardware Design...2021

liu artificial intelligence hardware design 2021

Similar Posts: