Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication : Advances in Analog Circuit Design 2021 / Herausgegeben:Baschirotto, Andrea/Makinwa, Kofi A.A./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 （1st ed. 2022. 2022. xii, 350 S. XII, 350 p. 289 illus., 239 illus. in）

Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication : Advances in Analog Circuit Design 2021 （1st ed. 2022. 2022. xii, 350 S. XII, 350 p. 289 illus., 239 illus. in）

Herausgegeben:Baschirotto, Andrea/Makinwa, Kofi A.A./Harpe, Pieter

SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING;（2022発売）

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製本 Hardcover:ハードカバー版
商品コード 9783030917401

Full Description

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.

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.