Efficient Processing of Deep Neural Networks

Name: Efficient Processing of Deep Neural Networks
Brand: Springer Nature
SKU: 9783031006388
Availability: InStock

Efficient Processing of Deep Neural Networks

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9783031006388

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

This book provides a structured treatment of the key principles and techniques for enabling efficient processing of deep neural networks (DNNs). DNNs are currently widely used for many artificial intelligence (AI) applications, including computer vision, speech recognition, and robotics. While DNNs deliver state-of-the-art accuracy on many AI tasks, it comes at the cost of high computational complexity. Therefore, techniques that enable efficient processing of deep neural networks to improve key metricssuch as energy-efficiency, throughput, and latencywithout sacrificing accuracy or increasing hardware costs are critical to enabling the wide deployment of DNNs in AI systems. The book includes background on DNN processing; a description and taxonomy of hardware architectural approaches for designing DNN accelerators; key metrics for evaluating and comparing different designs; features of DNN processing that are amenable to hardware/algorithm co-design to improve energy efficiency and throughput; and opportunities for applying new technologies. Readers will find a structured introduction to the field as well as formalization and organization of key concepts from contemporary work that provide insights that may spark new ideas.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $59.99 - $59.99

BEST PRICE

Single Product Purchase

$59.99

@ Link.springer.com BUY Now

Price Comparison

Seller	Contact Seller	List Price	On Sale	Shipping	Best Promo	Final Price	Volume Discount	Financing	Availability	Seller's Page
BEST PRICE 1 Product Purchase @ Link.springer.com Rate Seller This functionality is for registered users only. Go to Login/Register		$59.99	$59.99			$59.99		See Site	In stock	Visit Store