A Characterization of the Effect of Limb Position on EMG Features to Guide the Development of Effective Prosthetic Control Schemes

Radmand, Ashkan ;   Scheme, Erik ;   Englehart, Kevin

Tags Biomedical signal classificationTime-frequency analysis of biosignalsSignal processing in physiological systems

Electromyogram (EMG) pattern recognition has long been used for the control of upper limb prostheses. More recently, it has been shown that...

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A Reduced Rank Approach for Covariance Matrix Estimation in EEG Signal Classification

Tomida, Naoki ;   Yamagishi, Masao ;   Yamada, Isao ;   Tanaka, Toshihisa

Tags Biomedical signal classification

Common Spatial Pattern (CSP) methods are widely used to extract the brain activity for brain machine interfacing (BMI) based on...

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Extending Mode Switching to Multiple DOF in Hand Prosthesis Control Is Not Efficient

Amsuess, Sebastian ;   Goebel, Peter Michael ;   Graimann, Bernhard ;   Farina, Dario

Tags Biomedical signal classification

In recent years, many sophisticated control strategies for multifunctional dexterous hand prostheses have been developed. It was indeed...

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Maximizing Information Transfer Rates in an SSVEP-Based BCI Using Individualized Bayesian Probability Measures

Reagor, Mary K. ;   Zong, Chengzhi ;   Jafari, Roozbeh

Tags Biomedical signal classificationSignal processing in physiological systemsBiomedical simulation involving signal processing

Successful brain-computer interfaces (BCIs) swiftly and accurately communicate the user's intention to a computer. Typically, information...

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On the Robustness of EMG Features for Pattern Recognition Based Myoelectric Control; a Multi-Dataset Comparison

Scheme, Erik ;   Englehart, Kevin

Tags Biomedical signal classificationTime-frequency analysis of biosignalsPattern recognition methods for data mining in biosignals

The selection of optimal features has long been a subject of debate for pattern recognition based myoelectric control. Studies have...

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Selection of Effective EEG Channels in Brain Computer Interfaces Based on Inconsistencies of Classifiers

Yang, Huijuan ;   Guan, Cuntai ;   Ang, Kai Keng ;   Phua, Kok Soon ;   Wang, Chuanchu

Tags Biomedical signal classification

This paper proposed a novel method to select the effective Electroencephalography (EEG) channels for the motor imagery tasks based on the...

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