By Nuno Lourenço, Ricardo Martins, Nuno Horta
This publication introduces readers to numerous instruments for automated analog built-in circuit (IC) sizing and optimization. The authors supply a historic point of view at the early tools proposed to take on computerized analog circuit sizing, with emphasis at the methodologies to measurement and optimize the circuit, and at the methodologies to estimate the circuit’s functionality. The dialogue additionally comprises powerful circuit layout and optimization and the latest advances in layout-aware analog sizing ways. The authors describe a strategy for an automated circulate for analog IC layout, together with info of the inputs and interfaces, multi-objective optimization options, and the improvements made within the base implementation through the use of desktop leaning suggestions. The Gradient version is mentioned intimately, besides the how you can contain structure results within the circuit sizing. The recommendations and algorithms of all of the modules are completely defined, allowing readers to breed the methodologies, increase the standard in their designs, or use them as start line for a brand new device. an intensive set of program examples is incorporated to illustrate the features and contours of the methodologies described.
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Extra resources for Automatic Analog IC Sizing and Optimization Constrained with PVT Corners and Layout Effects
60] use a learning tool based in SVM to represent the performance space of analog circuits. The performance space is modeled using the knowledge acquired from a training set via circuit simulation. Wolfe et al.  present a performance macro-model based in a neural network. This model once constructed, is used to replace the SPICE simulation during the sizing of analog circuits, increasing the efﬁciency of the performance parameter estimates’ computation. The training and validation data sets are constructed with discrete points, sampled over the design space.
The following sections will overview the most preeminent methods in analog integrated circuit sizing and the latest developments in the area. 2 Optimization-Based Circuit Sizing The critical points in optimization-based approaches are the optimization techniques employed and the methods used to evaluate the circuit’s performance. Sect. 1 overviews the ﬁrst and Sect. 2 the second. 1 Optimization Techniques Applied to Analog Circuit Sizing Different optimization techniques are used for analog IC sizing and optimization, both deterministic and stochastic.
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