Titlebook: Analog IC Placement Generation via Neural Networks from Unlabeled Data; António Gusmão,Nuno Horta,Ricardo Martins Book 2020 The Author(s),

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2191-530X on the use of artificial neural networks (ANNs).Details theIn this book, innovative research using artificial neural networks (ANNs) is conducted to automate the placement task in analog integrated circuit layout design, by creating a generalized model that can generate valid layouts at push-button

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Book 2020out design, by creating a generalized model that can generate valid layouts at push-button speed. Further, it exploits ANNs’ generalization and push-button speed prediction (once fully trained) capabilities, and details the optimal description of the input/output data relation. The description devel

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2191-530X s of thesedescriptions, an unfamiliar overall topology can be broken down into devices that are subject to the same constraints as a device in one of the training topologies. ..In the experimental results chapt978-3-030-50060-3978-3-030-50061-0Series ISSN 2191-530X Series E-ISSN 2191-5318

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Analog IC Placement Generation via Neural Networks from Unlabeled Data

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