Despite our big scientific and technological achievements we are still far, in fact very far away from those advanced robots dreamed by Asimov, capable of becoming exquisite craft men and fight by themselves the right to be considered humans. Or the super faithful servant type proposed by Lucas in the figure of R2D2.

Recent Work

Our recent work proposes a deep ANN architecture which accomplishes the reliable visual classification of abnormal Papsmear cell.

Recognizing a Moving Object by using Neural Nets andOcular Micro Tremor

This paper describes a neural processor capable...

Invariant Object Recognition

Highlights An invariant object recognition...

A Bio-inspired Robot with Visual Perception of Affordances

We present a visual robot whose associated neural...

Recent Works

In the last ten years or so there has been new development tools in the field of Artificial Neural Networks (ANN),  particularly in Deep Neural Networks, which seem to be powerful and practical enough as to make possible the advanced, friendly robots put forward by Asimov and Lucas, among others.
A Deep Neural Network is a neural processor which utilizes many layers of artificial neuron and is capable of learning difficult problems and inferring about them. The point is that if we remove the word “artificial” from the above sentence we end up with the promising description of a human brain.
Our main interest is to develop methods and algorithms which make possible the efficient training of Deep Neural Networks.
This activity is commonly known as Deep Learning Research.


 

Deep Networks and Society
The utilization of Deep Neural Networks will have a high social impact when more and more elements of AI realize and improve critical activities for the humans such as food production, medicine, environment conservation, social nets, security, war and peace. In this sense my participation will always be a vote in favor of mankind and peace.

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Recent Blog Posts

octubre 19, 2015 |

Recognizing a Moving Object by using Neural Nets andOcular Micro Tremor

This paper describes a neural processor capable of tracking and recognizing an object that moves freely in a 3D...

octubre 19, 2015 |

Invariant Object Recognition

Highlights An invariant object recognition system processing real world images is propose The system relies on...

octubre 19, 2015 |

A Bio-inspired Robot with Visual Perception of Affordances

We present a visual robot whose associated neural controller develops a realistic perception of affordances. The...

Read More
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