IEEE

Parametric Modeling Incorporating Joint Polynomial-Transfer Function With Neural Networks for Microwave Filters

Abstract: This article proposes a novel parametric modeling technique incorporating a joint polynomial-transfer function with neural networks (short for neuro-PTF) for electromagnetic (EM) behaviors ...
IEEE

Polynomial Lyapunov Functions for Synchronization of Nonlinearly Coupled Complex Networks

Abstract: In this article, we search for polynomial Lyapunov functions beyond the quadratic form to investigate the synchronization problems of nonlinearly coupled complex networks. First, with a ...
GitHub

Proposal: replace sin(x) with exp(x) in polynomial_autograd tutorial

I have a branch ready that uses exp(x) instead of sin(x) as the y (target) variable. The reason for this is faster and clearer convergence, since exp(x) is well approximated by a Taylor expansion ...
Monash University

Polynomials and power functions

Polynomials and power functions are the foundation for modelling non-linear relationships. Polynomial functions such as quadratic, cubic and quartic model variables raised to exponents of different ...
jagranjosh.com

Polynomial Equations: Concepts, Definition, Formula and Types

Polynomial equations are fundamental concepts in mathematics that define relationships between numbers and variables in a structured manner. In mathematics, various equations are composed using ...
TheServerSide

Full Java constructors tutorial

Java is an object-oriented programming language. To create objects and meaningfully initialize them, a developer must use a Java constructor. Constructors are a critical part of software development ...
marktechpost

Waymo and Google Researchers Propose a Simple Framework, called PolyLoss, to View and Design Loss Functions as a Linear Combination of Polynomial Functions

This Article Is Based On The Research 'POLYLOSS: A POLYNOMIAL EXPANSION PERSPECTIVE OF CLASSIFICATION LOSS FUNCTIONS'. All Credit For This Research Goes To The Researchers Of This Paper 👏👏👏 Please ...