Artificial neural networks are one of the main tools used in machine learning. As the “neural ... t have access to the exact decision making process. This is a problem a number of researchers ...

A learning process tunes these connection strengths via trial and error, attempting to maximize the neural network’s performance at solving some problem. The goal might be to match input data and make ...

Have you ever toyed with the idea of what machine learning actually does? If machine learning is a pack horse for information processing, a neural network ... is possible to process input and ...

Modeled loosely on the human brain, artificial neural networks enable computers to learn from being fed data. The efficacy of this powerful branch of machine learning, more than anything else ...

Underlying these breakthroughs is an artificial intelligence technique called deep learning. Deep learning is based on neural ... network design and enough data, the actual training process ...

But what exactly is deep learning and how does it work? Deep learning is a subset of machine learning which uses neural networks to perform ... humans process images of the world by hierarchically ...

These guys have shown that the approach biological systems use to learn, and to forget, can work with artificial neural networks too. The key is a process known as Hebbian learning, first ...