Brain-computer interface: a new communication device for handicapped persons
Journal of Microcomputer Applications - Special issue on computer applications for handicapped persons
A Field Guide to Genetic Programming
A Field Guide to Genetic Programming
Human-competitive results produced by genetic programming
Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines
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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.