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

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Book 2020. It explores an innovative approach to automatic circuit sizing where ANNs learn patterns from previously optimized design solutions. In opposition to classical optimization-based sizing strategies, where computational intelligence techniques are used to iterate over the map from devices’ sizes to

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Using ANNs to Size Analog Integrated Circuits,ential amplifiers is considered in each training phase). The second one, a classification and regression model, is also presented. This architecture selects not only the most appropriate circuit topology, but also its respective sizing given the target specification (more than one topology is considered in the training phase).

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978-3-030-35742-9The Author(s), under exclusive license to Springer Nature Switzerland AG 2020

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