Title :
P300 latency Jitter occurrence in patients with disorders of consciousness: Toward a better design for Brain Computer Interface applications
Author :
Francesca Schettini;Monica Risetti;Pietro Aricò;Rita Formisano;Fabio Babiloni;Donatella Mattia;Febo Cincotti
Author_Institution :
Dept. Computer, Control, and Management Engineering Antonio Ruberti University of Rome “
Abstract :
In this study the P300 latency jitter has been explored in an EEG data set collected from a group of patients with disorders of consciousness (DOC; n=13) that was administered with an auditory Oddball paradigm under passive and active conditions. A method based on wavelet transform was applied to estimate single trial P300 waveforms. Preliminary results showed that 5 Vegetative State (VS) and 8 Minimally Conscious Staten (MCS) patients exhibited significantly higher values of P300 latency jitter as compared to those obtained from a control group of 12 healthy subjects. In addition, the magnitude of the P300 latency jitter negatively correlated with patients´ clinical status. The existence of such phenomenon might substantially limit an effective use of Brain Computer Interface systems for communication.
Keywords :
"Jitter","Wavelet transforms","Brain-computer interfaces","Electroencephalography","Band-pass filters","Electrodes"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7319803