Find out why backpropagation and gradient descent are key to prediction in machine learning, then get started with training a simple neural network using gradient descent and Java code. Most ...

This project implements a simple linear regression algorithm using gradient descent in C++. This was a first-year college project aimed at understanding the basics of machine learning, specifically ...

Abstract: In this paper, a novel variable order fractional gradient descent optimization algorithm is proposed, which generalizes the classical gradient descent method by introducing a kind of ...

Abstract: In this paper, a variable impedance control method with simplex gradient based iterative learning is proposed to improve the performance of human-robot collaboration. First, continuous ...