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Artificial intelligence and hardware accelerators

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence and hardware acceleratorsedited by Ashutosh Mishra ... [et al.].
其他作者:	Mishra, Ashutosh.
出版者:	Cham :Springer International Publishing :2023.
面頁冊數:	vii, 357 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence.
電子資源:	https://doi.org/10.1007/978-3-031-22170-5
ISBN:	9783031221705$q(electronic bk.)

Artificial intelligence and hardware accelerators
Artificial intelligence and hardware accelerators[electronic resource] /edited by Ashutosh Mishra ... [et al.]. - Cham :Springer International Publishing :2023. - vii, 357 p. :ill., digital ;24 cm.

Introduction -- AI Hardware Accelerators -- AI Accelerators for Standalone Compute -- AI Accelerators for Servers and Cloud Applications -- AI Accelerators for Configurable Hardware -- Hardware Architecture for Smartphones -- Software and Benchmark for Smartphones -- Hardware Accelerators for Autonomous Vehicles -- Hardware Accelerators in Embedded Systems -- Processing-In-Memory based Hardware Accelerator -- Emerging CNN Hardware Architectures for Energy-efficient AI -- Neuromorphic Hardware Accelerators.

This book explores new methods, architectures, tools, and algorithms for Artificial Intelligence Hardware Accelerators. The authors have structured the material to simplify readers' journey toward understanding the aspects of designing hardware accelerators, complex AI algorithms, and their computational requirements, along with the multifaceted applications. Coverage focuses broadly on the hardware aspects of training, inference, mobile devices, and autonomous vehicles (AVs) based AI accelerators.

ISBN: 9783031221705$q(electronic bk.)

Standard No.: 10.1007/978-3-031-22170-5doiSubjects--Topical Terms:

194058
Artificial intelligence.

LC Class. No.: Q335

Dewey Class. No.: 006.3

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505 0 $a Introduction -- AI Hardware Accelerators -- AI Accelerators for Standalone Compute -- AI Accelerators for Servers and Cloud Applications -- AI Accelerators for Configurable Hardware -- Hardware Architecture for Smartphones -- Software and Benchmark for Smartphones -- Hardware Accelerators for Autonomous Vehicles -- Hardware Accelerators in Embedded Systems -- Processing-In-Memory based Hardware Accelerator -- Emerging CNN Hardware Architectures for Energy-efficient AI -- Neuromorphic Hardware Accelerators.
520 $a This book explores new methods, architectures, tools, and algorithms for Artificial Intelligence Hardware Accelerators. The authors have structured the material to simplify readers' journey toward understanding the aspects of designing hardware accelerators, complex AI algorithms, and their computational requirements, along with the multifaceted applications. Coverage focuses broadly on the hardware aspects of training, inference, mobile devices, and autonomous vehicles (AVs) based AI accelerators.
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