Artificial neural networks ... technique called gradient descent makes the math particularly simple; the form of the equations gave rise to the name of this method. There are some learning ...

The mathematics behind artificial intelligence (AI) and machine learning (ML) rely on linear algebra, calculus, probability, ...

Currently, the best methods for training and optimizing deep neural networks are variations of a technique called stochastic gradient descent (SGD). Training involves minimizing the errors the network ...

The core innovation of this technology lies in the design and implementation of the Quantum Convolutional Neural ... with the gradient descent method, enabling efficient updates of network parameters.