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Using Artificial Neural Networks for Analog Integrated Circuit Design Automation
Language: en
Pages: 117
Authors: João P. S. Rosa
Categories: Technology & Engineering
Type: BOOK - Published: 2019-12-11 - Publisher: Springer Nature

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This book addresses the automatic sizing and layout of analog integrated circuits (ICs) using deep learning (DL) and artificial neural networks (ANN). It explor
Speeding-Up Radio-Frequency Integrated Circuit Sizing with Neural Networks
Language: en
Pages: 115
Authors: João L. C. P. Domingues
Categories: Computers
Type: BOOK - Published: 2023-03-20 - Publisher: Springer Nature

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In this book, innovative research using artificial neural networks (ANNs) is conducted to automate the sizing task of RF IC design, which is used in two differe
Machine Learning Applications in Electronic Design Automation
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Pages: 585
Authors: Haoxing Ren
Categories: Technology & Engineering
Type: BOOK - Published: 2023-01-01 - Publisher: Springer Nature

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​This book serves as a single-source reference to key machine learning (ML) applications and methods in digital and analog design and verification. Experts fr
Analog IC Placement Generation via Neural Networks from Unlabeled Data
Language: en
Pages: 96
Authors: António Gusmão
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Type: BOOK - Published: 2020-06-30 - Publisher: Springer Nature

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In this book, innovative research using artificial neural networks (ANNs) is conducted to automate the placement task in analog integrated circuit layout design
Symbolic Analysis in Analog Integrated Circuit Design
Language: en
Pages: 171
Authors: Henrik Floberg
Categories: Technology & Engineering
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Symbolic Analysis in Analog Integrated Circuit Design provides an introduction to computer-aided circuit analysis and presents systematic methods for solving li