A genetic programming approach to the evolution of brain-computer interfaces for 2-D mouse-pointer control

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

@Article{Poli:2012:GPEM,
  author =       "Riccardo Poli and Mathew Salvaris and Caterina Cinel",
  title =        "A genetic programming approach to the evolution of
                 brain-computer interfaces for {2-D} mouse-pointer
                 control",
  journal =      "Genetic Programming and Evolvable Machines",
  year =         "2012",
  volume =       "13",
  number =       "3",
  pages =        "377--405",
  month =        sep,
  note =         "Special issue on selected papers from the 2011
                 European conference on genetic programming",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming,
                 Brain-computer interfaces, Mouse, SVM, Support-vector
                 machines",
  ISSN =         "1389-2576",
  DOI =          "doi:10.1007/s10710-012-9161-x",
  size =         "29",
  abstract =     "We propose the use of genetic programming (GP) as a
                 means to evolve brain-computer interfaces for mouse
                 control. Our objective is to synthesise complete
                 systems, which analyse electrical brain 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 =        "EuroGP 2011 \cite{Silva:2011:GP}",
  affiliation =  "School of Computer Science and Electronic Engineering,
                 University of Essex, Colchester, CO4 3SQ UK",
}

Genetic Programming entries for Riccardo Poli Mathew Salvaris Caterina Cinel

Citations