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 ...

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This is a JavaScript program that simulates an AI agent going to the store, buying items, and heading home. Perceptrons are used to help the agent make decisions in the program.

Abstract: A modified Rosenblatt's perceptron algorithm (1959) and Novikoff's theorem (1962) for binary classification problem is presented in this paper. For a linearly separable training set, the ...

Algorithms have taken on an almost mythical significance in the modern world. They determine what you see on social media and when browsing online, help form people’s belief systems, and impact the ...

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

ABSTRACT: The rapid growth of social networks has produced an unprecedented amount of user-generated data, which provides an excellent opportunity for text mining. Authorship analysis, an important ...

The Perceptron algorithm elegantly solves binary classification problems that have a margin between positive and negative examples. Isotonic regression (fitting an arbitrary increasing function in one ...