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Lecture
Fourier Transform and Residue Calculus
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Fourier and Laplace Transforms: Concepts and Applications
Provides an overview of Fourier and Laplace transforms, their properties, and applications in signal analysis.
Fourier Transform
Covers the Fourier Transform, essential for analyzing stable LTI systems through complex exponentials.
Fourier Analysis: Fourier Series and Transform
Explores Fourier series, DFT, FFT, and their applications in signal processing and spectroscopy.
Trigonometric Polynomials: Periodicity and Fourier Coefficients
Explores trigonometric polynomials, periodicity, and Fourier coefficients in mathematical analysis.
Fourier Transform: Basics and Examples
Explains the basics of Fourier transform and demonstrates its application through examples, including periodic functions and Fourier Transform Pairs.
Lebesgue Measure and Fourier Analysis
Explores Lebesgue measure, Fourier analysis, PDE applications, and optimal transport in PDEs.
Central Limit Theorem
Explores the Central Limit Theorem, convergence in law, characteristic functions, and moment problems in probability theory.
Transformations and Inversions: Laplace and Fourier
Discusses Laplace and Fourier transformations, focusing on their inversion formulas and applications in solving differential equations.
Fourier Transform: Derivatives and Laplace Transform
Explores the Fourier transform properties with derivatives and introduces the Laplace transform for signal transformation and solving differential equations.
Fourier Transform: Derivatives and Formulas
Explores Fourier transform properties with derivatives, crucial for solving equations, and introduces the Laplace transform for signal transformation.