Evolution of a Brain-Computer Interface Mouse via Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Poli:2011:EuroGP,
  author =       "Riccardo Poli and Mathew Salvaris and Caterina Cinel",
  title =        "Evolution of a Brain-Computer Interface Mouse via
                 Genetic Programming",
  booktitle =    "Proceedings of the 14th European Conference on Genetic
                 Programming, EuroGP 2011",
  year =         "2011",
  month =        "27-29 " # apr,
  editor =       "Sara Silva and James A. Foster and Miguel Nicolau and 
                 Mario Giacobini and Penousal Machado",
  series =       "LNCS",
  volume =       "6621",
  publisher =    "Springer Verlag",
  address =      "Turin, Italy",
  pages =        "203--214",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-20406-7",
  DOI =          "doi:10.1007/978-3-642-20407-4_18",
  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.",
  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