From ANN to CNN — Why We Needed Convolutional Neural Networks Artificial Neural Networks (ANNs) were the first step. But when it came to understanding images, they hit a wall.…
Understanding Activation Functions in Neural Networks Activation functions are small mathematical rules that let neural networks model non-linear patterns. This article unpacks their theory, practical behavior, and how to choose…
Build Your First Neural Network from Scratch (Step-by-Step Tutorial) Ever wondered how machines “learn” to recognize faces, drive cars, or even write text? At the core of all that intelligence…