Title :
Brain–Machine Interfaces: Basis and Advances
Author :
Becedas, Jonathan
Author_Institution :
ETSII de Ciudad Real, Univ. de Castilla-La Mancha, Ciudad Real, Spain
Abstract :
During the past 20 years, scientists have focused their efforts in the quest of real solutions in which the neural signals produced inside the human brain could be connected with computers or artificial prostheses that in a near future could be used to restore the mobility and communication abilities of patients with some damage in the central nervous system. In this paper, the procedure to control an artificial device with the thought is explained; the techniques used to extract the neural activity from the brain are classified and compared to establish their advantages, drawbacks, and future development. In addition, the main breakthroughs so far in brain-machine interfaces are described.
Keywords :
brain-computer interfaces; neural nets; neurophysiology; patient care; prosthetics; artificial device control; artificial prostheses; brain-machine interfaces; central nervous system; human brain; neural activity; neural signals; patients communication abilities; patients mobility; Brain models; Electrodes; Electroencephalography; Implants; Noninvasive treatment; Prosthetics; Rhythm; Spatial resolution; Brain–machine interface; brain–computer interface; cybernetics; man/machine interaction; neuroprosthetics;
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/TSMCC.2012.2203301