piecewisemodeling分段线性linearpwltiwary Piecewise Linear Modeling of Nonlinear devices for Formal Verification of Analog Circuits Yan Zhang, Sriram Sankaranarayanan and Fabio Somenzi. University of Colorado, Boulder, CO. Email: {yan.zhang,srirams,fabio}@colorado.edu Abstract—We consider different pie...
As a powerful modelling method, piecewise linear neural networks (PWLNNs) have proven successful in various fields, most recently in deep learning. To apply PWLNN methods, both the representation and the learning have long been studied. In 1977, the cano
This paper presents the average power modeling of CMOS digital circuits with a piecewise linear (PWL) model. The innovation of the piecewise linear model in the average power evaluation against previous power models is to include, for the first time, the effects of the first-order channel ...
As a powerful modelling method, piecewise linear neural networks (PWLNNs) have proven successful in various fields, most recently in deep learning. To apply PWLNN methods, both the representation and the learning have long been studied. In 1977, the canonical representation pioneered the works of...
We use a piecewise-linear (PWL) specification for our non-linear modeling of WTP over bag limits because this is the most general specification given the set-up of our SPCE. The Economic Value of Changes in Harvest Regulations to Anglers on Charter and Private Boat Trips: Results from a Cho...
1)piecewise linear model分段线性模型 1.Based on piecewise linear model,this paper proposes an estimation method that first estimates the slope of linear variant and the channel impulse response at the middle time of the current OFDM symbol using pilot sequences, and then estimates the whole channe...
Piecewise-linear (PWL) approximationStructural stabilityNonlinear dynamical systems are shown to represent severe difficulties in modeling. When in addition they ... G Adomian - 《Journal of Mathematical Analysis & Applications》 被引量: 16发表: 1986年 A procedure for the computation of accurate PWL...
摘要: This work presents a new type of model, i.e., piecewise-linear model with transient relaxation (PWL-TR), to describe the nonlinear transient characteristics of electrostatic discharge (ESD) protection devices and circuits. The PWL-TR model represents......
Piecewise linear (PWL) functions are comprised of a series of connected, affine segments which intersect at breakpoints. PWL functions can be used to model trends in data, such as the damage caused by post-fire debris flow [14]. A more common application of PWL functions is to model continu...
In this paper a new piecewise-linear DC analysis method, where piecewise-linear modeling of nonlinear components is combined with analysis, is proposed. The method proposed has been implemented in the APLAC circuit simulator. 展开 关键词: circuit analysis computing nonlinear network analysis piecewise-...