Perceptron Neural Network: What is Perceptron?

Tue, 17 Dec 2024 12:11:44 +0000

A perceptron neural network is one of the simplest artificial neural networks, widely recognized as the building block of machine learning and artificial intelligence. Introduced by Frank Rosenblatt in 1958, the perceptron was an early model designed to mimic the decision-making ability of the human brain. While simple, it laid the foundation for modern deep-learning techniques. In this article, we will explore a perceptron neural network, its components, working principles, and its significance in the field of AI.