This project implements a Convolutional Neural Network (CNN) for handwritten digit recognition using the MNIST dataset in MATLAB. It utilizes convolutional, pooling, ReLU, and Softmax layers to ...
A windowed sinc function can implement a low-pass filter, and a two-dimensional convolutional filter can blur or sharpen images. In part 3 of this series, we introduced a low-pass filter based on the ...
Abstract: Singularity functions are an important topic in undergraduate studies covered primarily in signal processing. Some of those functions are the step function, the ramp function and the ...