scholarly journals Performance Improvement of Motor-Imagery BCI Using Multi-Mental Tasks

2019 ◽  
Vol ISASE2019 (0) ◽  
pp. 1-4
Author(s):  
Ryo TAKAHASHI ◽  
Hisaya TANAKA
1981 ◽  
Vol 25 (1) ◽  
pp. 379-383
Author(s):  
Robert P. Bateman

This paper reports on the effects of two levels of increased ambient temperature on the performance of a tracking task and a variety of secondary mental tasks. Significant performance decrements due to increased ambient temperature were observed for the least complex mental tasks. It must be concluded that for the intelligent, highly motivated subjects used in this experiment, simple tasks involving a minimum of mental effort are more sensitive to Effective Temperatures up to 32.2°C (90°F) for exposure times between one and two hours. It appears that complex mental tasks remain unaffected by ambient conditions that produce only minor changes in the physiological state, and may actually show small increases in performance level. The performance improvement with increasing heat stress for difficult tasks and the corresponding decrement for simple tasks supports a theory that heat stress at the levels used in this study tends to decrease arousal. Based on an inverted-U performance curve, a lower level of arousal would result in the prediction of exactly the results obtained in this study.


2015 ◽  
Vol 2015 ◽  
pp. 1-11 ◽  
Author(s):  
Irma Nayeli Angulo-Sherman ◽  
David Gutiérrez

We study the relationship between electroencephalographic (EEG) coherence and accuracy in operating a brain-computer interface (BCI). In our case, the BCI is controlled through motor imagery. Hence, a number of volunteers were trained using different training paradigms: classical visual feedback, auditory stimulation, and functional electrical stimulation (FES). After each training session, the volunteers’ accuracy in operating the BCI was assessed, and the event-related coherence (ErCoh) was calculated for all possible combinations of pairs of EEG sensors. After at least four training sessions, we searched for significant differences in accuracy and ErCoh using one-way analysis of variance (ANOVA) and multiple comparison tests. Our results show that there exists a high correlation between an increase in ErCoh and performance improvement, and this effect is mainly localized in the centrofrontal and centroparietal brain regions for the case of our motor imagery task. This result has a direct implication with the development of new techniques to evaluate BCI performance and the process of selecting a feedback modality that better enhances the volunteer’s capacity to operate a BCI system.


2019 ◽  
Vol 237 (6) ◽  
pp. 1375-1382 ◽  
Author(s):  
Célia Ruffino ◽  
Julien Bourrelier ◽  
Charalambos Papaxanthis ◽  
France Mourey ◽  
Florent Lebon

1997 ◽  
Vol 2 (3) ◽  
pp. 226-234 ◽  
Author(s):  
Michel Cabanac ◽  
Chantal Pouliot ◽  
James Everett

Previous work has shown that sensory pleasure is both the motor and the sign of optimal behaviors aimed at physiological ends. From an evolutionary psychology point of view it may be postulated that mental pleasure evolved from sensory pleasure. Accordingly, the present work tested empirically the hypothesis that pleasure signals efficacious mental activity. In Experiment 1, ten subjects played video-golf on a Macintosh computer. After each hole they were invited to rate their pleasure or displeasure on a magnitude estimation scale. Their ratings of pleasure correlated negatively with the difference par minus performance, i.e., the better the performance the greater the pleasure reported. In Experiments 2 and 3, the pleasure of reading poems was correlated with comprehension, both rated by two groups of subjects, science students and arts students. In the majority of science students pleasure was significantly correlated with comprehension. Only one arts student showed this relationship; this result suggests that the proposed relationship between pleasure and cognitive efficiency is not tautological. Globally, the results support the hypothesis that pleasure is aroused by the same mechanisms, and follows the same laws, in physiological and cognitive mental tasks and also leads to the optimization of performance.


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