Deep Learning

Discussioni, guide e tutorial sul deep learning

EclipseCon 2019: deep learning & other cool stuff

Since 2008 I missed only one EclipseCon Europe, the annual Eclipse Conference held in Ludwigsburg, Germany. This year the program committee accepted a talk from us about deep learning in general and DL4J as an Eclipse Project. Having a talk accepted from the committee is always an honour and a pleasure, but this time it was particularly special for a couple of reasons: it was the only talk about deep learnig in the program and ... well, it was scheduled in the forum theatre, where keynotes, announcements, welcome and important talks and closing sessions are held. Therefore, when I entered [...]

2019-11-12T00:42:43+00:00By |

Build your first neural network with Eclipse Deeplearning4j

In the previous article we had an introduction to deep learning and neural networks. Here we will explore how to design a network depending on the task we want to solve. There is indeed an incredibly high number of parameters and topology choices to deal with when working with neural networks: how many hidden layers should I set up? What activation function should they use? What are good values for the learning rate? Should I use a classical Multilayer Neural Network, a Convolutional Neural Network (CNN), a Recurrent Neural Network (RNN) or one of the other architectures available? These questions are [...]

2019-11-26T15:45:47+00:00By |

Introduzione al Deep Learning

Leggete e sentite parlare continuamente di Deep Learning e vorreste conoscere alcune basi di questo argomento? Bene, allora continuate a leggere: in questo articolo vi farò una semplice introduzione alle fondamenta del deep learning, valida a prescindere dal linguaggio, libreria o framework che potreste scegliere in futuro.   Che cos'è il deep learning? Va chiarito subito che tentare di spiegare il deep learning in modo adeguato richiederebbe un bel po' di tempo e non è lo scopo di questo articolo. L'obiettivo qui è quello di aiutare il principiante a capire le basi dell'argomento. Tuttavia anche un esperto potrebbe trovare qualche [...]

2019-06-04T21:08:50+00:00By |