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Analog circuits for machine learning...

Harpe, Pieter.

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Analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communication = advances in analog circuit design 2021 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communication/ edited by Pieter Harpe, Kofi A. A. Makinwa, Andrea Baschirotto.
其他題名:	advances in analog circuit design 2021 /
其他作者:	Harpe, Pieter.
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xii, 350 p. :ill., digital ;24 cm.
內容註:	Part I: Introduction -- Chapter 1:Mixed-signal compute and memory fabrics for deep neural networks -- Chapter 2 :Analog computation with RRAM and supporting circuits -- Chapter 3: Analog in-Memory Computing with SOT-MRAM: Architecture and Circuit Challenges -- Chapter 4: Prospects for analog circuits in deep networks -- Chapter 5: SPIRIT: A first mixed-signal SNN using co-integrated CMOS neurons and resistive synapses -- Chapter 6: Accelerated analog neuromorphic computing -- Part II: Introduction -- Chapter 7: Advancements in current sensing for future automotive applications -- Chapter 8: Next generation current sense interfaces for the IoT era -- Chapter 9: Precision voltage sensing in deep sub-micron and its challenges -- Chapter 10: Breaking unusual barriers in sensor interfaces: from minimum energy to ultimate low-cost -- Chapter 11: Thermal sensor and reference circuits based on a time-controlled bias of pn-junctions in FinFET technology -- Chapter 12: Resistor-based temperature sensors -- Part III: Introduction -- Chapter 13: Recent advances in fractional-N frequency synthesis -- Chapter 14: ADC/DSP-based receivers for high-speed serial links -- Chapter 15: ADC based SerDes receiver for 112 Gb/s PAM4 wireline communication -- Chapter 16: BiCMOS integrated circuits for millimeter-wave wireless backhaul transmitters -- Chapter 17: Optical communication in CMOS - Bringing new opportunities to an established platform -- Chapter 18: Coherent silicon photonic links -- Index.
Contained By:	Springer Nature eBook
標題:	Analog integrated circuits. -
電子資源:	https://doi.org/10.1007/978-3-030-91741-8
ISBN:	9783030917418

Analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communication = advances in analog circuit design 2021 /
Analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communicationadvances in analog circuit design 2021 /[electronic resource] :edited by Pieter Harpe, Kofi A. A. Makinwa, Andrea Baschirotto. - Cham :Springer International Publishing :2022. - xii, 350 p. :ill., digital ;24 cm.

Part I: Introduction -- Chapter 1:Mixed-signal compute and memory fabrics for deep neural networks -- Chapter 2 :Analog computation with RRAM and supporting circuits -- Chapter 3: Analog in-Memory Computing with SOT-MRAM: Architecture and Circuit Challenges -- Chapter 4: Prospects for analog circuits in deep networks -- Chapter 5: SPIRIT: A first mixed-signal SNN using co-integrated CMOS neurons and resistive synapses -- Chapter 6: Accelerated analog neuromorphic computing -- Part II: Introduction -- Chapter 7: Advancements in current sensing for future automotive applications -- Chapter 8: Next generation current sense interfaces for the IoT era -- Chapter 9: Precision voltage sensing in deep sub-micron and its challenges -- Chapter 10: Breaking unusual barriers in sensor interfaces: from minimum energy to ultimate low-cost -- Chapter 11: Thermal sensor and reference circuits based on a time-controlled bias of pn-junctions in FinFET technology -- Chapter 12: Resistor-based temperature sensors -- Part III: Introduction -- Chapter 13: Recent advances in fractional-N frequency synthesis -- Chapter 14: ADC/DSP-based receivers for high-speed serial links -- Chapter 15: ADC based SerDes receiver for 112 Gb/s PAM4 wireline communication -- Chapter 16: BiCMOS integrated circuits for millimeter-wave wireless backhaul transmitters -- Chapter 17: Optical communication in CMOS - Bringing new opportunities to an established platform -- Chapter 18: Coherent silicon photonic links -- Index.

This book is based on the 18 tutorials presented during the 29th 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. Provides a state-of-the-art reference in analog circuit design, written by experts from industry and academia; Presents material in a tutorial-based format; Includes coverage of analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communication.

ISBN: 9783030917418

Standard No.: 10.1007/978-3-030-91741-8doiSubjects--Topical Terms:

2191497
Analog integrated circuits.

LC Class. No.: TK7874 / .A53 2022

Dewey Class. No.: 621.3815

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