CORDIS
EU research results

CORDIS

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Analysis and classification of mental states of vigilance with evolutionary computation

Project information

Grant agreement ID: 612689

Status

Closed project

  • Start date

    1 November 2013

  • End date

    31 October 2016

Funded under:

FP7-PEOPLE

  • Overall budget:

    € 130 200

  • EU contribution

    € 130 200

Coordinated by:

INSTITUT NATIONAL DE RECHERCHE ENINFORMATIQUE ET AUTOMATIQUE

France

Objective

Over the last decade, Human-Computer Interaction (HCI) has grown and matured as a field. Gone are the days when only a mouse and keyboard could be used to interact with a computer. The most ambitious of such interfaces are Brain-Computer Interaction (BCI) systems. BCI’s goal is to allow a person to interact with an artificial system using brain activity. A common approach towards BCI is to analyze, categorize and interpret Electroencephalography (EEG) signals in such a way that they alter the state of a computer. ACoBSEC’s objective is to study the development of computer systems for the automatic analysis and classification of mental states of vigilance; i.e., a person’s state of alertness. Such a task is relevant to diverse domains, where a person is required to be in a particular state. This problem is not a trivial one. In fact, EEG signals are known to be noisy, irregular and tend to vary from person to person, making the development of general techniques a very difficult scientific endeavor.
Our aim is to develop new search and optimization strategies, based on evolutionary computation (EC) and genetic programming (GP) for the automatic induction of efficient and accurate classifiers. EC and GP are search techniques that can reach good solutions in multi-modal, non-differentiable and discontinuous spaces; and such is the case for the problem addressed here. This project combines the expertise of research partners from five converging fields: Classification, Neurosciences, Signal Processing, Evolutionary Computation and Parallel Computing in Europe (France Inria, Portugal INESC-ID, Spain UNEX) and South America (Mexico ITT, CICESE). The exchange program goals and milestones give a comprehensive strategy for the strengthening of current scientific relations amongst partners, as well as for the construction of long-lasting scientific relationships that produce high quality theoretical and applied research.
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Coordinator

INSTITUT NATIONAL DE RECHERCHE ENINFORMATIQUE ET AUTOMATIQUE

Address

Domaine De Voluceau Rocquencourt
78153 Le Chesnay Cedex

France

Activity type

Research Organisations

EU Contribution

€ 37 800

Administrative Contact

Annick Bertin (Mrs.)

Participants (5)

UNIVERSITE VICTOR SEGALEN BORDEAUX II

France

EU Contribution

€ 29 400

UNIVERSITE DE BORDEAUX

France

FUNDACAO DA FACULDADE DE CIENCIAS DA UNIVERSIDADE DE LISBOA FP

Portugal

EU Contribution

€ 29 400

UNIVERSIDAD DE EXTREMADURA

Spain

EU Contribution

€ 33 600

INESC ID - INSTITUTO DE ENGENHARIADE SISTEMAS E COMPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBOA

Portugal

Project information

Grant agreement ID: 612689

Status

Closed project

  • Start date

    1 November 2013

  • End date

    31 October 2016

Funded under:

FP7-PEOPLE

  • Overall budget:

    € 130 200

  • EU contribution

    € 130 200

Coordinated by:

INSTITUT NATIONAL DE RECHERCHE ENINFORMATIQUE ET AUTOMATIQUE

France