19 12, 2018

Deep Neural Networks for Document Process Automation

2019-02-10T23:31:27+00:00December 19th, 2018|

After months of joint research with Serimag, under the research collaboration between Caixabank-BSC, a new single graphics and text classification system based on Deep Learning has been developed in order to be used in document classification processes. You can find more detail about our recent result at this post from Serimag:

7 10, 2018

Conferencia sobre Inteligencia Artificial en CREA

2019-01-14T23:28:08+00:00October 7th, 2018|

El Centro de Recursos del Agua organiza una conferencia sobre el resurgimiento de la Inteligencia Artifical gracias al Deep Learning o el Big Data. ¿Por qué ahora? ¿Cuáles son sus posibilidades? ¿Cuáles son sus límites? Si desean asistir deben inscribirse en esta página web Update 20/dic/2018: Visión intuitiva del funcionamiento de una red neuronal (en 29 segundos) [...]

16 09, 2018

Densely Connected Networks

2019-01-10T14:53:22+00:00September 16th, 2018|

Chapter 2 of the book  First contact with DEEP LEARNING, Practical introduction with Keras 2 Densely Connected Networks In the same way that when you start programming in a new language there is a tradition of doing it with a Hello World print, in Deep Learning you start by creating a recognition model of handwritten numbers. Through this [...]

10 09, 2018

Why now this Artificial Intelligence boom?

2018-09-11T10:09:40+00:00September 10th, 2018|

Section 2 of Chapter 1 of the book  First contact with DEEP LEARNING, Practical introduction with Keras John McCarthy coined the term Artificial Intelligence in the 1950s, being one of the founding fathers of Artificial Intelligence along with Marvin Minsky. Also in 1958, Frank Rosenblatt built a prototype neuronal network, which he called the Perceptron. In addition, the key ideas [...]

15 08, 2018

TensorFlow 1.10 has been released!

2018-08-20T08:20:09+00:00August 15th, 2018|

TensorFlow 1.10 has been released! Continuing the recent trend of rapid updates introducing significant fixes and new features, Tensorflow has released its version Tensorflow 1.10 during my summer vacations. Great! This is good for our research in Artificial Intelligence and Deep Learning at BSC. The full release notes for details on added features and changes that version 1.10 [...]

23 07, 2018

A new disruptive technology is coming

2018-07-23T12:14:47+00:00July 23rd, 2018|

Chapter 1 of the book  First contact with DEEP LEARNING, Practical introduction with Keras 1  A new disruptive technology is coming Artificial intelligence is being considered as the new industrial revolution, heart of what some call industry 4.0. Well, Deep Learning is the engine of this process and in the following chapters we will talk about it extensively. [...]

2 07, 2018

Supercomputing, the heart of Deep Learning

2018-07-23T11:17:34+00:00July 2nd, 2018|

Introduction of the book  First contact with DEEP LEARNING, Practical introduction with Keras Supercomputing, the heart of Deep Learning   The first GPU in the Imagenet competition An exponential growth of computing capacity Accelerating Deep Learning with parallel systems Accelerating Deep Learning with distributed systems  Will specialized hardware for deep learning be a game changer?  Tapping the Next [...]

13 06, 2018

New Free Deep Learning Book in Spanish

2018-06-13T13:13:15+00:00June 13th, 2018|

As I already announced, during the free time that my academic and research activity allows me, I have started to write a new book about Deep Learning. The book is in Spanish and it was supposed to come out in September. Much to my regret, I realized that it would be impossible for me to finish the [...]

11 06, 2018

Clausura: Se avecinan cambios

2019-01-10T14:53:29+00:00June 11th, 2018|

Clausura del libro Deep Learning - Introducción práctica con Keras Clausura: se avecinan cambios Hasta aquí la primera parte de este libro introductorio sobre Deep Learning que espero que haya sido útil al lector, y que este quede con ganas de continuar con la segunda parte, la cual intentaré acabar lo antes posible, aunque ya avanzo que necesitaré [...]

11 06, 2018

Redes neuronales convolucionales

2019-01-10T14:53:36+00:00June 11th, 2018|

Capítulo 4 del libro Deep Learning - Introducción práctica con Keras 4  Redes neuronales convolucionales Llegados a este punto, ya estamos preparados para tratar con otro tipo de redes neuronales, las llamadas redes neuronales convolucionales, muy usadas en tareas de visión por computador. Estas redes están compuestas por una capa de input, una de output y varias capas [...]