The First Two Years of the MIT Vision Chip Project PDF Download
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Author: B. Horn
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Author: B. Horn
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Author: B. K. P. Horn
Publisher:
ISBN:
Category : Integrated circuits
Languages : en
Pages : 164
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Author:
Publisher:
ISBN:
Category : Integrated circuits
Languages : en
Pages : 164
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Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 98
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Author: B. Horn
Publisher:
ISBN:
Category :
Languages : en
Pages : 98
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Author: Optical Society of America
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 364
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Author: Vivienne Sze
Publisher: Springer Nature
ISBN: 3031017668
Category : Technology & Engineering
Languages : en
Pages : 254
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Book 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 metrics—such as energy-efficiency, throughput, and latency—without 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.
Author:
Publisher: Morgan Kaufmann
ISBN:
Category : Computer vision
Languages : en
Pages : 1194
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Author: Bahram Javidi
Publisher: SPIE Press
ISBN: 9780819437358
Category : Computers
Languages : en
Pages : 280
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Book Description
This book presents recent advances in image sensing and processing systems, image recognition, 3D imaging and processing, ultrafast optical networks for image communication, and multidimensional information security systems. Eleven chapters by international experts provide practical and theoretical insights. Useful for students, researchers, and technology users in IT, image processing, and optics.
Author: Ray Kurzweil
Publisher: Cambridge, Mass. : MIT Press
ISBN: 9780262610797
Category : Computers
Languages : en
Pages : 565
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Book Description
Comparing the human brain with so-called artificial intelligence, the author probes past, present, and future attempts to create machine intelligence
