Understanding the Role of Activation Functions in Artificial Neural Networks (ANN)

In this article on Understanding the Role of Activation Functions in Artificial Neural Networks (ANN), I will describe several activation functions. Role of Activation Functions in Artificial Neural Networks Activation functions are crucial in artificial neural networks (ANNs). Because networks get non-linearity due to activation functions. In fact, without activation functions, ANNs would be nothing more than linear regression models, […]

What is Huffman Coding Algorithm?

In this article, I will explain What is Huffman Coding Algorithm. Huffman coding algorithm is a lossless data compression algorithm that works by assigning variable-length codes to characters in a message. The codes are assigned in such a way that the most frequently occurring characters in the message are assigned the shortest codes, and the least frequently occurring characters are […]