9 01, 2019

Open position in our research group at BSC

2019-02-10T20:35:53+00:00January 9th, 2019|

Would you like to join us? Call open for a Junior Research Engineer to work in our research group at BSC-CNS . Our research group is working on Supercomputing for Artificial Intelligence, in particular right now with a special focus on Deep Learning. In this context, we have some projects with big companies. The open position will be assigned to [...]

19 12, 2018

Distributed TensorFlow using Horovod

2019-02-10T22:57:28+00:00December 19th, 2018|

New post in Medium about Distributed TensorFlow using Horovod and how to reduce training time for deep neural networks by using many GPUs.The content of this medium post will be used in my master course SA-MIRI at UPC Barcelona Tech with the support of Barcelona Supercomputing Center.

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:

19 10, 2018

Open position for a Junior Research Engineer in Deep Learning at BSC

2019-01-10T14:44:29+00:00October 19th, 2018|

Would you like to join us? Call open for a Junior Research Engineer to work in our research group at BSC-CNS . Our research group is working on Supercomputing for Artificial Intelligence, in particular right now with a special focus on Deep Learning. In this context, we have some projects with big companies. The open position will be assigned to [...]

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. [...]