scholarly journals Vibrotactile Feedback for Brain-Computer Interface Operation

2007 ◽  
Vol 2007 ◽  
pp. 1-12 ◽  
Author(s):  
Febo Cincotti ◽  
Laura Kauhanen ◽  
Fabio Aloise ◽  
Tapio Palomäki ◽  
Nicholas Caporusso ◽  
...  
Keyword(s):  
Visual Feedback ◽  
Tactile Feedback ◽  
Stimulation Protocol ◽  
Visual Channel ◽  
Vibrotactile Feedback ◽  
Computer Interfaces ◽  
Sensory Channel ◽  
Cord Injury ◽  
Visual Distracter ◽  
And Control

To be correctly mastered, brain-computer interfaces (BCIs) need an uninterrupted flow of feedback to the user. This feedback is usually delivered through the visual channel. Our aim was to explore the benefits of vibrotactile feedback during users' training and control of EEG-based BCI applications. A protocol for delivering vibrotactile feedback, including specific hardware and software arrangements, was specified. In three studies with 33 subjects (including 3 with spinal cord injury), we compared vibrotactile and visual feedback, addressing: (I) the feasibility of subjects' training to master their EEG rhythms using tactile feedback; (II) the compatibility of this form of feedback in presence of a visual distracter; (III) the performance in presence of a complex visual task on the same (visual) or different (tactile) sensory channel. The stimulation protocol we developed supports a general usage of the tactors; preliminary experimentations. All studies indicated that the vibrotactile channel can function as a valuable feedback modality with reliability comparable to the classical visual feedback. Advantages of using a vibrotactile feedback emerged when the visual channel was highly loaded by a complex task. In all experiments, vibrotactile feedback felt, after some training, more natural for both controls and SCI users.

Feedback Modalities in Brain–Computer Interfaces: A Systematic Review

2020 ◽  
Vol 64 (1) ◽  
pp. 1186-1190
Author(s):  
Wakana Ishihara ◽  
Karen Moxon ◽  
Sheryl Ehrman ◽  
Mark Yarborough ◽  
Tina L. Panontin ◽  
...  
Keyword(s):  
Systematic Review ◽  
Visual Feedback ◽  
Auditory Feedback ◽  
Brain Computer Interface ◽  
Tactile Feedback ◽  
Proprioceptive Feedback ◽  
Computer Interface ◽  
Computer Interfaces ◽  
Feedback Modalities ◽  
Improving Accuracy

This systematic review addresses the plausibility of using novel feedback modalities for brain–computer interface (BCI) and attempts to identify the best feedback modality on the basis of the effectiveness or learning rate. Out of the chosen studies, it was found that 100% of studies tested visual feedback, 31.6% tested auditory feedback, 57.9% tested tactile feedback, and 21.1% tested proprioceptive feedback. Visual feedback was included in every study design because it was intrinsic to the response of the task (e.g. seeing a cursor move). However, when used alone, it was not very effective at improving accuracy or learning. Proprioceptive feedback was most successful at increasing the effectiveness of motor imagery BCI tasks involving neuroprosthetics. The use of auditory and tactile feedback resulted in mixed results. The limitations of this current study and further study recommendations are discussed.

scholarly journals Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications

Sensors ◽  
2021 ◽  
Vol 21 (11) ◽  
pp. 3716
Author(s):  
Francisco Velasco-Álvarez ◽  
Álvaro Fernández-Rodríguez ◽  
Francisco-Javier Vizcaíno-Martín ◽  
Antonio Díaz-Estrella ◽  
Ricardo Ron-Angevin
Keyword(s):  
Free Text ◽  
Short Message ◽  
Negative Consequences ◽  
Computer Interfaces ◽  
Brain Signals ◽  
Message Service ◽  
Performance Results ◽  
And Control ◽  
E Mail ◽  
Visual P300

Brain–computer interfaces (BCI) are a type of assistive technology that uses the brain signals of users to establish a communication and control channel between them and an external device. BCI systems may be a suitable tool to restore communication skills in severely motor-disabled patients, as BCI do not rely on muscular control. The loss of communication is one of the most negative consequences reported by such patients. This paper presents a BCI system focused on the control of four mainstream messaging applications running in a smartphone: WhatsApp, Telegram, e-mail and short message service (SMS). The control of the BCI is achieved through the well-known visual P300 row-column paradigm (RCP), allowing the user to select control commands as well as spelling characters. For the control of the smartphone, the system sends synthesized voice commands that are interpreted by a virtual assistant running in the smartphone. Four tasks related to the four mentioned messaging services were tested with 15 healthy volunteers, most of whom were able to accomplish the tasks, which included sending free text e-mails to an address proposed by the subjects themselves. The online performance results obtained, as well as the results of subjective questionnaires, support the viability of the proposed system.

The Effect of Acceptance and Commitment Therapy on Psychological Flexibility and Emotional Regulation in Patients with Spinal Cord Injuries: A Randomized Controlled Trial

2021 ◽  
Vol In Press (In Press) ◽  
Author(s):  
Mohammad Saeed Khanjani ◽  
Javad Kazemi ◽  
Jalal Younesi ◽  
Asghar Dadkhah ◽  
Akbar Biglarian ◽  
...  
Keyword(s):  
Spinal Cord ◽  
Emotion Regulation ◽  
Emotional Regulation ◽  
Spinal Cord Injuries ◽  
Psychological Flexibility ◽  
Control Group ◽  
Acceptance And Commitment ◽  
Significant Difference ◽  
Cord Injury ◽  
And Control

Background: Patients with spinal cord injuries suffer from some psychological problems, such as inadequate emotional regulation and flexibility for adapting to the post-injury condition. In this regard, acceptance and commitment therapy (ACT) can improve psychological flexibility and emotional regulation. Objectives: The main goal of this study was to analyze the effectiveness of ACT in improving psychological flexibility and emotional regulation in patients with spinal cord injuries. Methods: This quasi-experimental design study was based on a pretest-posttest method with a control group. The study population consisted of all patients with spinal cord injury referred to Jalaeipour Rehabilitation Center in Tehran. The study sample included 30 patients with spinal cord injury selected by the purposive sampling method. The inclusion criteria were patients aged 20 to 55 years, residing in Tehran, and with at least a high school diploma. The injury duration varied between one and five years, and the injuries were thoracic and lumbar injuries and an intermediate score of psychological flexibility and emotion regulation. The exclusion criteria were patients with cervical spinal cord injuries, as well as patients who were simultaneously receiving another psychological treatment together with the subjects who suffered from brain damage. Patients were randomly assigned to the experimental and control groups based on random numbers. There were 15 patients in each group. The intervention group received ACT during eight sessions (1.5-hour group therapy) held once a week at Jalaeipour Rehabilitation Center in Tehran (2018), while the control group received routine care. Dennis and Vander Wal’s cognitive flexibility inventory (CFI) and Gross and John’s emotion regulation questionnaire (ERQ) were completed before and one week after the intervention. The data were analyzed using multivariate analysis of covariance (MANCOVA). Results: There was a significant difference in demographic indicators between the two groups. Based on MANCOVA with the baseline score, the mean scores of psychological flexibility and emotion regulation had a significant difference regarding the results of ACT between the experimental and control groups (P < 0.05). Conclusions: According to the findings, ACT can improve psychological flexibility and emotional regulation in patients with spinal cord injuries.

scholarly journals An Open Source-Based BCI Application for Virtual World Tour and Its Usability Evaluation

2021 ◽  
Vol 15 ◽  
Author(s):  
Sanghum Woo ◽  
Jongmin Lee ◽  
Hyunji Kim ◽  
Sungwoo Chun ◽  
Daehyung Lee ◽  
...  
Keyword(s):  
Open Source ◽  
Virtual World ◽  
Communication Channel ◽  
Brain Computer Interface ◽  
Open Science ◽  
Computer Interface ◽  
The Public ◽  
Control Functions ◽  
Computer Interfaces ◽  
And Control

Brain–computer interfaces can provide a new communication channel and control functions to people with restricted movements. Recent studies have indicated the effectiveness of brain–computer interface (BCI) applications. Various types of applications have been introduced so far in this field, but the number of those available to the public is still insufficient. Thus, there is a need to expand the usability and accessibility of BCI applications. In this study, we introduce a BCI application for users to experience a virtual world tour. This software was built on three open-source environments and is publicly available through the GitHub repository. For a usability test, 10 healthy subjects participated in an electroencephalography (EEG) experiment and evaluated the system through a questionnaire. As a result, all the participants successfully played the BCI application with 96.6% accuracy with 20 blinks from two sessions and gave opinions on its usability (e.g., controllability, completeness, comfort, and enjoyment) through the questionnaire. We believe that this open-source BCI world tour system can be used in both research and entertainment settings and hopefully contribute to open science in the BCI field.

scholarly journals CONTROL NOVEL MODEL OF KNEE CPM DEVICE

2009 ◽  
Vol 12 (4) ◽  
pp. 18-29
Author(s):  
Thanh Diep Cong Tu
Keyword(s):  
Weight Ratio ◽  
Artificial Muscle ◽  
Network Control ◽  
Continuous Passive Motion ◽  
The Novel ◽  
Highly Nonlinear ◽  
Cord Injury ◽  
And Control ◽  
Novel Model ◽  
Interesting Alternative

In recent years, CPM - Continuous Passive Motion has been proved to be one of the most effective therapeutic methods for patients who have problems with motion such as spinal cord injury, ankle and knee injury, parkinson and so on. Many commercial CPM devices are found in market but all of them use motors as the main actuators. The lack of human compliance of electric actuators, which are commonly used in these machines, makes them potentially harmful to patients. An interesting alternative, to electric actuators for medical purposes, particularly promising for rehabilitation, is a pneumatic artificial muscle (PAM) actuator because of its high power/weight ratio and compliance properties. However, the highly nonlinear and hysteresis of PAM make it the challenging for design and control. In this study, a PID compensation using neural network control is studied to improve the control performance of the novel model of Knee CPM device.

Brain-Computer Interfaces for Control of Upper Extremity Neuroprostheses in Individuals with High Spinal Cord Injury

2018 ◽  
pp. 809-836 ◽  
Author(s):  
Rüdiger Rupp ◽  
Martin Rohm ◽  
Matthias Schneiders
Keyword(s):  
Spinal Cord ◽  
Spinal Cord Injury ◽  
Upper Extremity ◽  
Brain Computer Interfaces ◽  
Computer Interfaces ◽  
Extremity Function ◽  
Valuable Adjunct ◽  
Cord Injury ◽  
Upper Extremity Function ◽  
The Many

For individuals with tetraplegia, restoring limited or missing grasping function is the highest priority. In patients with high Spinal Cord Injury (SCI) and a lack of surgical options, restricted upper extremity function can be improved with the use of neuroprostheses based on Functional Electrical Stimulation (FES). Grasp neuroprostheses with different degrees of complexity and invasiveness exist, although few models are available for routine clinical application. Hybrid systems combining FES with orthoses hold promise for restoring completely lost upper extremity function. Novel user interfaces integrating biosignals from several sources are needed to make full use of the many degrees of freedom of hybrid neuroprostheses. Motor Imagery (MI)-based Brain-Computer Interfaces (BCIs) are an emerging technology that may serve as a valuable adjunct to traditional control interfaces. This chapter provides an overview of the current state of the art of BCI-controlled upper-extremity neuroprostheses and describes the challenges and promises for the future.

Chances for and Limitations of Brain-Computer Interface use in Elderly People

2015 ◽  
pp. 1723-1734
Author(s):  
Emilia Mikołajewska ◽  
Dariusz Mikołajewski ◽  
Tomasz Komendziński ◽  
Joanna Dreszer-Drogorób ◽  
Monika Lewandowska ◽  
...  
Keyword(s):  
Elderly People ◽  
Heart Diseases ◽  
Developed Countries ◽  
Legal Issues ◽  
Medical Problems ◽  
Computer Interfaces ◽  
Ethical And Legal Issues ◽  
Control Devices ◽  
And Control

Recent demographic prognoses show tendencies toward a significant increase in the number of elderly people, especially in developed countries. This makes geriatric therapy, rehabilitation, and care difficult, especially with maintaining as long as possible the highest quality of life and independence in activities of daily living. Lack of specialized personnel and financial shortages may cause increased application of Assistive Technology (AT) and associated control devices. The most advanced current devices for diagnosis, communication, and control purposes are perceived Brain-Computer Interfaces (BCIs). BCIs use brain-derived bioelectrical signals as an input to enable diagnosis, communication, and/or control (e.g. neuroprostheses, medical robots, wheelchairs, whole integrated environments) without any movement. BCIs are regarded as novel solutions offering another breakthrough in everyday life, care, therapy, and rehabilitation in patients with severe sensory and neuropsychological deficits. However, particular issues in the area of BCIs use in elderly people should be emphasized, including influence of neurodegenerative disorders accompanied with secondary changes resulting from other medical problems (e.g. heart diseases, hypertension, diabetes mellitus, and osteoporosis), co-occurence of various drug therapies, etc. This chapter investigates the extent to which the available opportunities are being exploited, including both chances and limitations, medical, technical, psychological, societal, ethical, and legal issues.

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