Lectures related to Signal Analysis and Filter Design

Covers Fourier series, analysis, the heat equation, Gibbs phenomenon, and Fourier transform properties.

Covers the Fast Fourier Transform (FFT) algorithm, interpolation, filters, image processing, and experimental techniques in TEM and STM.

Neurophysiological Data Analysis

Explores neurophysiological data analysis, covering AP identification, firing rates, subthreshold activity, FFT spectral analysis, and event-triggered analysis using MATLAB.

Numerical Methods: Boundary Value Problems

Covers numerical methods for solving boundary value problems using Crank-Nicolson and FFT.

Discrete Signals & Fourier Transform

Explores discrete signals, Fourier transform, modulation, convolution, DFT properties, and signal periodicity.

Fourier Transforms: Properties and Applications

Explores Fourier transforms, including properties, convolution, Parseval's theorem, and energy spectral density for non-periodic functions.

Discrete Fourier Transform: Frequency Periodicity and Reconstruction

Explores frequency periodicity in the discrete Fourier transform for signal reconstruction.

Fourier Analysis: Fourier Series and Transform

Explores Fourier series, DFT, FFT, and their applications in signal processing and spectroscopy.

Discrete Fourier Transform: Sampling and Interpretation

Explores discrete Fourier transform, signal reconstruction, sampling interpretation, and periodic signal repetition.

Signal Processing: Basics and Spectral Analysis Log in to Mediaspace to watch this video

Covers the basics of signal processing, linear estimation, and digital filters.

Signals, Instruments, and Systems: System Properties and Transforms Log in to Mediaspace to watch this video

Introduces system properties, Laplace Transform, and analog filters for signal analysis.

Statistical Signal Processing Tools Log in to Mediaspace to watch this video

Explores statistical signal processing tools for wireless communications, including spectral estimation and signal detection, classification, and adaptive filtering.

Frequency Estimation (Theory)Log in to Mediaspace to watch this video

Covers the theory of numerical methods for frequency estimation on deterministic signals, including Fourier series and transform, Discrete Fourier transform, and the Sampling theorem.

Signal Processing Fundamentals Log in to Mediaspace to watch this video

Explores signal processing fundamentals, including discrete time signals, spectral factorization, and stochastic processes.

Properties of Time-Frequency Domain Signals Log in to Mediaspace to watch this video

Covers the main properties of time-frequency domain signals and their limitations.

Frequency Response of LTI Systems Log in to Mediaspace to watch this video

Explores LTI systems, impulse response, convolution, system properties, and frequency response, including low-pass and band-pass filters.

Fourier Series and Transforms: Introduction and Properties Log in to Mediaspace to watch this video

Covers Fourier series, Fourier transforms, and convolution properties, including linearity and commutativity.

Frequency Response Analysis: Linear Systems and Filters Log in to Mediaspace to watch this video

Covers the frequency response of linear systems and filter design principles.

Signal Processing: Basics and Applications Log in to Mediaspace to watch this video

Covers the basics of signal processing, including Fourier transform, linear systems, and signal manipulation.

Fourier Transform: Concepts and Applications Log in to Mediaspace to watch this video

Covers the Fourier transform, its properties, applications in signal processing, and differential equations, emphasizing the concept of derivatives becoming multiplications in the frequency domain.