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Author : IEEE Staff
Publisher :
ISBN 13 : 9781728195506
Total Pages : pages
Book Rating : 4.1/5 (955 download)
Download or read book 2021 IEEE International Solid State Circuits Conference (ISSCC) written by IEEE Staff and published by . This book was released on 2021-02-13 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: International conference on solid state circuits
Author : Laura Fujino
Publisher :
ISBN 13 : 9781728195490
Total Pages : pages
Book Rating : 4.1/5 (954 download)
Download or read book 2021 IEEE International Solid- State Circuits Conference (ISSCC). written by Laura Fujino and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Joo-Young Kim
Publisher : Springer Nature
ISBN 13 : 3030987817
Total Pages : 168 pages
Book Rating : 4.0/5 (39 download)
Download or read book Processing-in-Memory for AI written by Joo-Young Kim and published by Springer Nature. This book was released on 2022-07-09 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to processing-in-memory (PIM) technology, from its architectures to circuits implementations on multiple memory types and describes how it can be a viable computer architecture in the era of AI and big data. The authors summarize the challenges of AI hardware systems, processing-in-memory (PIM) constraints and approaches to derive system-level requirements for a practical and feasible PIM solution. The presentation focuses on feasible PIM solutions that can be implemented and used in real systems, including architectures, circuits, and implementation cases for each major memory type (SRAM, DRAM, and ReRAM).
Author : Laura Fujino
Publisher :
ISBN 13 : 9781665490160
Total Pages : 0 pages
Book Rating : 4.4/5 (91 download)
Download or read book 2023 IEEE International Solid- State Circuits Conference (ISSCC) written by Laura Fujino and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Donghyeon Han
Publisher : Springer Nature
ISBN 13 : 3031342372
Total Pages : 249 pages
Book Rating : 4.0/5 (313 download)
Download or read book On-Chip Training NPU - Algorithm, Architecture and SoC Design written by Donghyeon Han and published by Springer Nature. This book was released on 2023-08-28 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike most available sources that focus on deep neural network (DNN) inference, this book provides readers with a single-source reference on the needs, requirements, and challenges involved with on-device, DNN training semiconductor and SoC design. The authors include coverage of the trends and history surrounding the development of on-device DNN training, as well as on-device training semiconductors and SoC design examples to facilitate understanding.
Author : Juhyoung Lee
Publisher : Springer Nature
ISBN 13 : 3031367936
Total Pages : 105 pages
Book Rating : 4.0/5 (313 download)
Download or read book Deep Reinforcement Learning Processor Design for Mobile Applications written by Juhyoung Lee and published by Springer Nature. This book was released on 2023-08-14 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the acceleration of deep reinforcement learning (DRL), which may be the next step in the burst success of artificial intelligence (AI). The authors address acceleration systems which enable DRL on area-limited & battery-limited mobile devices. Methods are described that enable DRL optimization at the algorithm-, architecture-, and circuit-levels of abstraction.
Author : Jaehyouk Choi
Publisher :
ISBN 13 : 9781665443500
Total Pages : pages
Book Rating : 4.4/5 (435 download)
Download or read book A-SSCC 2021 written by Jaehyouk Choi and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Pratap Tumkur Renukaswamy
Publisher : Springer Nature
ISBN 13 : 3031597737
Total Pages : 175 pages
Book Rating : 4.0/5 (315 download)
Download or read book PLL Modulation and Mixed-Signal Calibration Techniques for FMCW Radar written by Pratap Tumkur Renukaswamy and published by Springer Nature. This book was released on with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher : BoD – Books on Demand
ISBN 13 : 1803561432
Total Pages : 298 pages
Book Rating : 4.8/5 (35 download)
Download or read book Neuromorphic Computing written by and published by BoD – Books on Demand. This book was released on 2023-11-15 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the cutting-edge world of Neuromorphic Computing, a groundbreaking volume that unravels the secrets of brain-inspired computational paradigms. Spanning neuroscience, artificial intelligence, and hardware design, this book presents a comprehensive exploration of neuromorphic systems, empowering both experts and newcomers to embrace the limitless potential of brain-inspired computing. Discover the fundamental principles that underpin neural computation as we journey through the origins of neuromorphic architectures, meticulously crafted to mimic the brain’s intricate neural networks. Unlock the true essence of learning mechanisms – unsupervised, supervised, and reinforcement learning – and witness how these innovations are shaping the future of artificial intelligence.
Author : Shimeng Yu
Publisher : CRC Press
ISBN 13 : 1000567575
Total Pages : 214 pages
Book Rating : 4.0/5 (5 download)
Download or read book Semiconductor Memory Devices and Circuits written by Shimeng Yu and published by CRC Press. This book was released on 2022-04-19 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers semiconductor memory technologies from device bit-cell structures to memory array design with an emphasis on recent industry scaling trends and cutting-edge technologies. The first part of the book discusses the mainstream semiconductor memory technologies. The second part of the book discusses the emerging memory candidates that may have the potential to change the memory hierarchy, and surveys new applications of memory technologies for machine/deep learning applications. This book is intended for graduate students in electrical and computer engineering programs and researchers or industry professionals in semiconductors and microelectronics. Explains the design of basic memory bit-cells including 6-transistor SRAM, 1-transistor-1-capacitor DRAM, and floating gate/charge trap FLASH transistor Examines the design of the peripheral circuits including the sense amplifier and array-level organization for the memory array Examines industry trends of memory technologies such as FinFET based SRAM, High-Bandwidth-Memory (HBM), 3D NAND Flash, and 3D X-point array Discusses the prospects and challenges of emerging memory technologies such as PCM, RRAM, STT-MRAM/SOT-MRAM and FeRAM/FeFET Explores the new applications such as in-memory computing for AI hardware acceleration.
Author :
Publisher :
ISBN 13 : 9781665428002
Total Pages : pages
Book Rating : 4.4/5 (28 download)
Download or read book 2022 IEEE International Solid- State Circuits Conference (ISSCC), 20-26 February 2022 written by and published by . This book was released on 2022 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Pieter Harpe
Publisher : Springer Nature
ISBN 13 : 3031289129
Total Pages : 345 pages
Book Rating : 4.0/5 (312 download)
Download or read book Biomedical Electronics, Noise Shaping ADCs, and Frequency References written by Pieter Harpe and published by Springer Nature. This book was released on 2023-06-22 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is based on the 18 tutorials presented during the 30th workshop on Advances in Analog Circuit Design. Expert designers present readers with information about a variety of topics at the frontier of analog circuit design, with specific contributions focusing on analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communication via wireless, wireline, or optical links. This book serves as a valuable reference to the state-of-the-art, for anyone involved in analog circuit research and development.
Author : Vikram Jain
Publisher : Springer Nature
ISBN 13 : 3031382307
Total Pages : 199 pages
Book Rating : 4.0/5 (313 download)
Download or read book Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning written by Vikram Jain and published by Springer Nature. This book was released on 2023-09-15 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores and motivates the need for building homogeneous and heterogeneous multi-core systems for machine learning to enable flexibility and energy-efficiency. Coverage focuses on a key aspect of the challenges of (extreme-)edge-computing, i.e., design of energy-efficient and flexible hardware architectures, and hardware-software co-optimization strategies to enable early design space exploration of hardware architectures. The authors investigate possible design solutions for building single-core specialized hardware accelerators for machine learning and motivates the need for building homogeneous and heterogeneous multi-core systems to enable flexibility and energy-efficiency. The advantages of scaling to heterogeneous multi-core systems are shown through the implementation of multiple test chips and architectural optimizations.
Author : Ashutosh Mishra
Publisher : Springer Nature
ISBN 13 : 3031221702
Total Pages : 358 pages
Book Rating : 4.0/5 (312 download)
Download or read book Artificial Intelligence and Hardware Accelerators written by Ashutosh Mishra and published by Springer Nature. This book was released on 2023-03-15 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Author : Christoph Rindfleisch
Publisher : Springer Nature
ISBN 13 : 3031608208
Total Pages : 256 pages
Book Rating : 4.0/5 (316 download)
Download or read book Chip-Scale Power Supplies for DC-Link and Grid Applications written by Christoph Rindfleisch and published by Springer Nature. This book was released on with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ye Zhou
Publisher : Royal Society of Chemistry
ISBN 13 : 1839165693
Total Pages : 753 pages
Book Rating : 4.8/5 (391 download)
Download or read book Advanced Memory Technology written by Ye Zhou and published by Royal Society of Chemistry. This book was released on 2023-10-09 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Bart Philippe
Publisher : Springer Nature
ISBN 13 : 3031112245
Total Pages : 145 pages
Book Rating : 4.0/5 (311 download)
Download or read book Mm-wave Circuit Design in 16nm FinFET for 6G Applications written by Bart Philippe and published by Springer Nature. This book was released on 2022-09-24 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book tackles the challenges of designing mm-wave circuits in 16nm FinFET, from the elementary transistor level to a measured D-band transmitter. The design of crucial building blocks such as oscillators and power amplifiers are covered through theoretical limitations, design methodology and measurement. Offers first book on design of mm-wave circuits above 100GHz in an advanced 16nm FinFET digital technology; Covers fundamentals of transistor layout, circuit implementation and measurements; Provides single-source reference to information otherwise only available in disparate literature.
