Closed Loop Brain Computer Interface Based on Improved Common Spatial Patterns and Visual Feedback

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Cortical Brain-Computer Interface for Closed-Loop Deep Brain Stimulation.

Essential tremor is the most common neurological movement disorder. This progressive disease causes uncontrollable rhythmic motions-most often affecting the patient'sdominant upper extremity-thatoccur during volitional movement and make it difficult for the patient to perform everyday tasks. Medication may also become ineffective as the disorder progresses. For many patients, deep brain stimula...

متن کامل

Brain-computer interface-based control of closed-loop brain stimulation: attitudes and ethical considerations

Brain-computer interface-based control of closedloop brain stimulation: attitudes and ethical considerations Eran Klein, Sara Goering, Josh Gagne, Conor V. Shea, Rachel Franklin, Samuel Zorowitz, Darin D. Dougherty & Alik S. Widge To cite this article: Eran Klein, Sara Goering, Josh Gagne, Conor V. Shea, Rachel Franklin, Samuel Zorowitz, Darin D. Dougherty & Alik S. Widge (2016): Brain-computer...

متن کامل

A Gaze Independent Brain-Computer Interface Based on Visual Stimulation through Closed Eyelids

A classical brain-computer interface (BCI) based on visual event-related potentials (ERPs) is of limited application value for paralyzed patients with severe oculomotor impairments. In this study, we introduce a novel gaze independent BCI paradigm that can be potentially used for such end-users because visual stimuli are administered on closed eyelids. The paradigm involved verbally presented q...

متن کامل

Closed-Loop Hybrid Gaze Brain-Machine Interface Based Robotic Arm Control with Augmented Reality Feedback

Brain-machine interface (BMI) can be used to control the robotic arm to assist paralysis people for performing activities of daily living. However, it is still a complex task for the BMI users to control the process of objects grasping and lifting with the robotic arm. It is hard to achieve high efficiency and accuracy even after extensive trainings. One important reason is lacking of sufficien...

متن کامل

A Sparse Common Spatial Pattern Algorithm for Brain-Computer Interface

Common spatial pattern (CSP) algorithm and principal component analysis (PCA) are two commonly used key techniques for EEG component selection and EEG feature extraction for EEG-based braincomputer interfaces (BCIs). However, both the ordinary CSP and PCA algorithms face a loading problem, i.e., their weights in linear combinations are non-zero. This problem makes a BCI system easy to be over-f...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Mechanical Engineering

سال: 2019

ISSN: 0577-6686

DOI: 10.3901/jme.2019.11.028