The software described in this document is furnished under a license agreement. The
software may be used or copied only under the terms of the license agreement. No part of …

Recently, deep learning has become one of the most disruptive trends in the technology
world. Deep learning techniques are increasingly achieving significant results in different …

Artificial neural networks came to existence in 1943 with the seminal paper by Walter Pitts
and Warren McCulloch. It is commonly said that the rest is history. But this history, which is …

fastai is a deep learning library which provides practitioners with high-level components that
can quickly and easily provide state-of-the-art results in standard deep learning domains …

In this tutorial, we discuss a variety of topics that are related to deep learning. Most topics are
covered relatively briefly, and in all cases, references for further reading are provided. The …

So far, this book has discussed important topics in the realm of deep learning: feed-forward
networks, convolutional neural networks, and recurrent neural networks. We described their …

Despite their massive size, successful deep artificial neural networks can exhibit a
remarkably small gap between training and test performance. Conventional wisdom …

Deep Learning (DL) is one of the hottest trends in machine learning as DL approaches
produced results superior to the state-of-the-art in problematic areas such as image …

This paper is a review of the evolutionary history of deep learning models. It covers from the
genesis of neural networks when associationism modeling of the brain is studied, to the …

Deep learning belongs to the field of artificial intelligence, where machines perform tasks
that typically require some kind of human intelligence. Deep learning tries to achieve this by …