If you are planning a trip through several cities and want to find the shortest route, you resort to algorithms, a well-defined sequence of deterministic operations. This article accompanies the ...

Learn how to build a perceptron from scratch in Python! This tutorial covers the theory, coding, and practical examples, helping you understand the foundations of neural networks and machine learning.

1 Electric Power Research Institute, State Grid Fujian Electric Power Co., Ltd., Fuzhou, China 2 College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, China To address the ...

1 Department of Mathematics and Computer Science, Islamic Azad University, Science and Research Branch, Tehran, Iran. 2 Department of Mathematics and Statistics, Loyola University Chicago, Chicago, IL ...

Abstract: In artificial neural network (ANN), the basic perceptron algorithm plays a significant role in supervised machine learning due to its simple structure. Though it cannot solve some non-linear ...

Explore the world of Artificial Intelligence with these Java projects! Implement the Perceptron, DFS for puzzles, and Genetic Algorithm from scratch without ML libraries. Solve classic problems and ...

I implemented the gradient descent algorithm for the perceptron, which is designed for NOR binary logic function and uses it to update its weights.