scholarly journals Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine

2008 ◽  
Vol 2008 (1) ◽  
Author(s):  
Zhisong Wang ◽  
Alexander Maier ◽  
Nikos K. Logothetis ◽  
Hualou Liang
Keyword(s):  
Support Vector Machine ◽  
Empirical Mode Decomposition ◽  
Support Vector ◽  
Single Trial ◽  
Bistable Perception ◽  
Mode Decomposition

scholarly journals sEMG based Classification of Hand Gestures using EMD Algorithm and its Application on Control System

2019 ◽  
Vol 8 (11S) ◽  
pp. 1103-1105
Keyword(s):  
Support Vector Machine ◽  
Control System ◽  
Empirical Mode Decomposition ◽  
Time Domain ◽  
Support Vector ◽  
Hand Gestures ◽  
Mode Decomposition ◽  
Single Sensor ◽  
Mean Variance

Single sensor is employed for classifying four hand gestures from flexor carpum ulnaris. The first three IMFs that are obtained as a result of Empirical Mode Decomposition are taken into consideration. Time domain features like mean, variance, skewness, etc are taken for each IMFs. Support Vector Machine was used for classification task and the extracted model is used for making predictions

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