Linear time-invariant filters

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Impulse Response and Laplace Transform

Explores impulse response, Laplace transform, and their applications in dynamical systems.

Optimal Least Square Adaptive Filter: FIR Filter

Explores the Optimal Least Square Adaptive Filter, focusing on the Finite Impulse Response (FIR) Filter and strategies to reduce computational burden.

Signal Processing & Micro-Systems

Covers examples of signal processing, analog signal processing, continuous amplitude modulation, image processing, compression, micro-systems, and medical electronics.

Signal Processing: Image Restoration and Linear Prediction

Explores image restoration and signal prediction using linear filters in signal processing.

Convolutional Neural Networks

Covers convolutional neural networks, filter operations, and their applications in signal processing and image analysis.

Fourier Transform and Convolution Product in Signal Processing

Explores the Fourier transform, convolution product, and their applications in signal processing.

LTI Systems Analysis

Covers the analysis of LTI communication systems through Fourier transforms and system stability.

The convolution theorem

Explores the convolution theorem, DTFT reconstruction, frequency response effects, and signal building.

Linear Prediction and Estimation

Explores linear prediction, optimal filters, random signals, stationarity, autocorrelation, power spectral density, and Fourier transform in signal processing.

Frequency Analysis: FFT Algorithm and Digital Filters

Explores the FFT algorithm, cost analysis, and digital filters in frequency analysis.