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:1.8081

@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