Analog IC Placement Generation Via Neural Networks from Unlabeled Data

by Nuno Lourenço, Ant�nio Gusm�o, Nuno Horta, et al.

Book Overview

In 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 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 developed...

• Format: Paperback
• Language: English
• ISBN: 3030500608
• ISBN13: 9783030500603
• Release Date: July 2020
• Publisher: Springer
• Length: 87 Pages
• Weight: 0.35 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"