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 ...

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

Skin lesion border irregularity, which represents the B feature in the ABCD rule, is considered one of the most significant factors in melanoma diagnosis. Since signs ...

Many sentiment analysis techniques have arisen in recent years for determining the sentiment of tweets and other forms of feedback, predicting either a positive, negative, or neutral sentiment for the ...

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 ...

Abstract: The convergence of the kernel perceptron algorithm is examined. We first introduce the kernel perceptron algorithm which is an application of kernel methods to perceptron learning and also ...