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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
Analog IC Placement Generation via Neural Networks from Unlabeled Data
Language: en
Pages: 96
Authors: António Gusmão
Categories: Computers
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
Machine Learning Applications in Electronic Design Automation
Language: en
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 VLSI Design Automation
Language: en
Pages: 240
Authors: Sina Balkir
Categories: Computers
Type: BOOK - Published: 2003-06-27 - Publisher: CRC Press

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The explosive growth and development of the integrated circuit market over the last few years have been mostly limited to the digital VLSI domain. The difficult
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