Neural network generation of muscle stimulation patterns for control of arm movements

1994 ◽  
Vol 2 (4) ◽  
pp. 213-224 ◽  
Author(s):  
Ning Lan ◽  
Hua-Quan Feng ◽  
P.E. Crago
Keyword(s):  
Neural Network ◽  
Arm Movements ◽  
Muscle Stimulation ◽  
Network Generation

scholarly journals A NEURAL-NETWORK-BASED APPROACH TO RECOGNIZING 3D ARM MOVEMENTS

2003 ◽  
Vol 15 (01) ◽  
pp. 17-26 ◽  
Author(s):  
MU-CHUN SU ◽  
YU-XIANG ZHAO ◽  
EUGENE LAI
Keyword(s):  
Neural Network ◽  
Markov Model ◽  
Hidden Markov Model ◽  
Gesture Recognition ◽  
Hidden Markov ◽  
Arm Movements ◽  
Movement Pattern ◽  
Arm Movement ◽  
Hand Gesture ◽  
Spatio Temporal

Gesture recognition is needed for a variety of applications. One particular application of gesture-based systems is to implement a speaking aid for the deaf. Among several factors constituting a hand gesture, the arm movement pattern is one of the most challenging features to recognize. In this paper, we propose a neural-network-based approach to recognition of spatio-temporal patterns of nonlinear 3D arm movements. Compared to Hidden-Markov-Model-based methods, the most appealing property of the proposed method is its simplicity. The effectiveness of this method is evaluated by a database consisted of 10 persons.

Twice clustering based individual neural network generation method

2015 ◽  
Vol 157 ◽  
pp. 264-272 ◽  
Author(s):  
Shi-fei Ding ◽  
Hui Li
Keyword(s):  
Neural Network ◽  
Network Generation

scholarly journals A biologically inspired neural network controller for ballistic arm movements

2007 ◽  
Vol 4 (1) ◽  
Author(s):  
Ivan Bernabucci ◽  
Silvia Conforto ◽  
Marco Capozza ◽  
Neri Accornero ◽  
Maurizio Schmid ◽  
...  
Keyword(s):  
Neural Network ◽  
Arm Movements ◽  
Biologically Inspired ◽  
Neural Network Controller ◽  
Network Controller
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