Alaa Tharwat

From Perceptrons to Convolutional Neural Networks: A Practical Tutorial on Spatial Deep Learning

This tutorial takes the reader on a historical and technical journey from the simple Perceptron (1958) to modern Convolutional Neural Networks (CNNs) that dominate spatial data processing (images and video). We start with the Perceptron’s linear classifier, then expose its inabil...