Titlebook: Using Artificial Neural Networks for Analog Integrated Circuit Design Automation; Jo?o P. S. Rosa,Daniel J. D. Guerra,Nuno C. C. Lou Book

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a.Includes supplementary material: .The objective of the 2nd International Conference on Green Communications and Networks 2012 (GCN 2012) is to facilitate an exchange of information on best practices for the latest research advances in the area of communications, networks and intelligence applicati

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Jo?o P. S. Rosa,Daniel J. D. Guerra,Nuno C. G. Horta,Ricardo M. F. Martins,Nuno C. C. Louren?o best practices for the latest research advances in the area of communications, networks and intelligence applications. These mainly involve computer science and engineering, informatics, communications and control, electrical engineering, information computing, and business intelligence and managem

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Introduction,l of automation provided by electronic design automation (EDA) tools for analog IC design is not even close to the level of automation found in digital design. Moreover, as analog IC design follows very heterogeneously and knowledge-intensive approaches, its automation is still an open research fiel

Peristalsis

Related Work,g works where machine learning (ML) techniques are applied to analog ICs sizing. Then, the three major methodologies used in the automatic layout of analog integrated circuits are presented. These serve to contextualize the placement process and help to identify how data can be considered for its au

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Overview of Artificial Neural Networks,ts application to the automation of analog integrated circuit sizing and placement are considered, in order to create a clear picture of why artificial neural networks (ANNs) are a good fit for both these tasks. Then, an overview of ANNs is presented to introduce the key concepts that are needed for