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195 видео
The Spectrum of the Output of a System
The Window Method of FIR Filter Design
Kernel Based Support Vector Machines
The Impulse Response and Convolution
Discrete Fourier Transform Circular Convolution Property
Classifying Data and Matrix Multiplication
The Fast Fourier Transform (FFT) Algorithm (c)
Impulse Response Descriptions for Systems
2-Dimensional Sampling Theory
Example of Graphical Discrete-Time Convolution
Quantization and Coding in A/D Conversion
Minimum Phase and All Pass Systems
Finding the Fourier Series Coefficients by Inspection
Random Processes and Stationarity
Sinusoidal Signals
Principal Component Analysis
Introduction to Frequency Selective Filtering
Low Rank Decompositions of Matrices
The Discrete Fourier Transform
The Discrete Fourier Transform: Sampling the DTFT
The Two-Dimensional Discrete Fourier Transform
The Two-Dimensional Discrete Cosine Transform
2-Dimensional Discrete-Space Fourier Transform
The Discrete Cosine Transform
The Discrete Fourier Transform Approximation to the Fourier Transform
The Backpropagation Algorithm for Training Neural Networks
Complex Sinusoids Review
Upsampling and Downsampling Example
Parametric vs Nonparametric Spectrum Estimation
Stability and Causality of LTI Systems Described by Difference Equations
Equivalent Analog Filtering (c)
Graphical Evaluation of Continuous-Time Convolution
Poles and Zeros of z-Transforms
Subspaces in Machine Learning
Frequency Response Descriptions for LTI Systems
The Fast Fourier Transform Algorithm
Image Restoration Example
Matrix Interpretation of the FFT Algorithm
Overview of FIR and IIR Filters
Linear Phase FIR Filters
Introduction to the z-Transform
Support Vector Machines for Classification
The Periodogram for Power Spectrum Estimation
Downsampling
Kernel Regression
Upsampling
YouTube Channel Trailer
The Bilinear Transform
Windowing and the DTFT
Introduction to Circular Convolution and Filtering with the DFT
