Cognitive Biomedical Engineering
Elnaz Hamze; Zahra Bahmani Dehkordi; Mohammad Rostami
Volume 17, Issue 1 , May 2023, , Pages 31-40
Abstract
Working memory (WM) is an important cognitive function. Since WM capacity is limited, extensive research has been executed to improve it. Previous studies demonstrated that applying transcranial direct current stimulation (tDCS) over the left dorsolateral prefrontal cortex (DLPFC) enhances visual WM. ...
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Working memory (WM) is an important cognitive function. Since WM capacity is limited, extensive research has been executed to improve it. Previous studies demonstrated that applying transcranial direct current stimulation (tDCS) over the left dorsolateral prefrontal cortex (DLPFC) enhances visual WM. Capacity enhancement of WM has a significant effect on the pilot's efficiency. However, little is known about the auditory-verbal WM of Pilots. Therefore, the aim of this study is to evaluate the effects of tDCS over the left DLPFC on the WM capacity augmentation of pilots. The auditory-verbal WM stimuli comprise characters that are random numbers and alphabet letters. The stimulus is presented through the pilot's headset, and he has been persuaded to memorize the auditory stimulus and repeat the memorized characters. The auditory task is a set of 30 voices and is designed in 6 stages. The task starts from the easiest stage (4 characters) and continues with 2 increments of characters per stage to the most difficult stage (14 characters). The experiment was conducted under three conditions: baseline, sham, and anodal-tDCS. Before running the task, 2mA electrical stimulation with a duration of 30 seconds for the sham and 10 minutes for the anodal-tDCS conditions, was applied over the left DLPFC region of pilots. The performance measure is the number of correct remembered characters. Statistical hypotheses showed significant effects of anodal-tDCS in comparison to baseline condition as follows: %6.41 WM enhancement by considering all stages; and also improved performance around %12.20 in stage 4, %9.00 in stage 5, and %10.44 in stage 6 which are the most difficult stages. As a result, we found that 2mA anodal-tDCS over the left DLPFC can modulate WM capacity. The current study can be utilized to discover evidence of cognitive, behavioral, or neural mechanisms of WM and its application for human augmentation.
Cognitive Biomedical Engineering
Zahra Soltanifar; Hamid Behnam; Anahita Khorrami Banaraki; Mojtaba Khodadadi; Behnoosh Hamed Ali; Ali Golbazi Mahdipour
Volume 15, Issue 3 , December 2021, , Pages 235-246
Abstract
The pattern of abnormal gaze is observed in individuals with autism spectrum disorders. Studies of eye movements in people with autism have shown significant difference in the pattern of staring at the eyes and mouth compared to control groups. Yet, findings have been contradictory to date, and in spite ...
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The pattern of abnormal gaze is observed in individuals with autism spectrum disorders. Studies of eye movements in people with autism have shown significant difference in the pattern of staring at the eyes and mouth compared to control groups. Yet, findings have been contradictory to date, and in spite of the fact that previous studies on eye dazzling in people with autism are expanding, the findings still do not appear to be consistent. Thus, we tracked eye movements in face processing for 25 teenagers with autism and 25 teenagers from the control group to examine any abnormal concentration in the facial areas. Experimental task used in this study includes standard images of the emotional states of the male and female faces (roundness of the face) in the state of anger, surprise, happiness, sadness and neutrality and subjects looked at these faces, while the eye tracker recorded their eye movements. In this task, they were required to select the displayed emotional state by the reply box. The selected Boosted Trees Ensemble classifier was able to use features related to the total data received from eye tracking in face segmentation into 8 areas (forehead, right and left eye, right and left cheek, nose, mouth and chin) with an accuracy of 83.31% in separating the two groups of autism and control. Moreover, in the study of facial components, left eye, left cheek, right cheek, and right eye, with 84.18%, 83.85%, 82.73% and 81.25% accuracy respectively, were able to make the most difference in the classification. Non-normal patterns in eye gaze can be very important because biomarkers indicate a condition that can be used for early diagnosis. It can also be a guide for researchers to design a game based on the results of this paper to improve the social interactions by strengthening eye contact for people with autism.
