IEEE

ISI-free pulses produced by a linear combination of two polynomial pulses

Abstract: This paper deals with the design of inter-symbol interference free pulses having reduced sensitivity to time synchronization errors. A new improved Nyquist filter is proposed and ...
IEEE

Linear relaxations of polynomial positivity for polynomial Lyapunov function synthesis

Abstract: We examine linear programming (LP) based relaxations for synthesizing polynomial Lyapunov functions to prove the stability of polynomial ordinary differential equations (ODEs). Our approach ...
GitHub

Projects from the Machine Learning course, covering key algorithms and techniques such as linear perceptron, Support Vector Machines (SVM), Principal Component Analysis (PCA ...

We have a Markov chain as below: The probability distribution implied by this undirected graph is: p(x1, ..., x5) = 1/Z ψ(x1,x2)ψ(x2,x3)ψ(x3,x4)ψ(x4,x5). In this project we write an implementation of ...
GitHub

Implementation-of-Linear-and-Polynomial-Regression-Models-for-Predicting-Car-Prices

Import essential libraries like pandas, numpy, sklearn, matplotlib, and seaborn. Load the dataset using pandas.read_csv(). Data Preprocessing: Address any missing values in the dataset. Select key ...