Evolution of a Brain-Computer Interface Mouse via Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InProceedings{Poli:2011:EuroGP,
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author = "Riccardo Poli and Mathew Salvaris and Caterina Cinel",
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title = "Evolution of a Brain-Computer Interface Mouse via
Genetic Programming",
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booktitle = "Proceedings of the 14th European Conference on Genetic
Programming, EuroGP 2011",
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year = "2011",
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month = "27-29 " # apr,
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editor = "Sara Silva and James A. Foster and Miguel Nicolau and
Mario Giacobini and Penousal Machado",
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series = "LNCS",
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volume = "6621",
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publisher = "Springer Verlag",
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address = "Turin, Italy",
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pages = "203--214",
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organisation = "EvoStar",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-642-20406-7",
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DOI = "doi:10.1007/978-3-642-20407-4_18",
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abstract = "We propose the use of genetic programming as a means
to evolve brain-computer interfaces for mouse control.
Our objective is to synthesise complete systems, which
analyse electroencephalographic signals and directly
transform them into pointer movements, almost from
scratch, the only input provided by us in the process
being the set of visual stimuli to be used to generate
recognisable brain activity. Experimental results with
our GP approach are very promising and compare
favourably with those produced by support vector
machines.",
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notes = "Part of \cite{Silva:2011:GP} EuroGP'2011 held in
conjunction with EvoCOP2011 EvoBIO2011 and
EvoApplications2011",
- }
Genetic Programming entries for
Riccardo Poli
Mathew Salvaris
Caterina Cinel
Citations