Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication

图书简介

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.

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Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication 机器学习、电流/电压/温度传感器与高速通信的模拟电路：模拟电路设计进展会议 2021 / 会议录 工程热物理

Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication

机器学习、电流/电压/温度传感器与高速通信的模拟电路：模拟电路设计进展会议 2021 / 会议录
工程热物理