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Keywords: transfer learning
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Journal Articles
Publisher: ASME
Article Type: Design Innovation Paper
J. Mechanisms Robotics. August 2022, 14(4): 045004.
Paper No: JMR-21-1522
Published Online: April 21, 2022
...Houcheng Tang; Leila Notash In this paper, an artificial neural network (ANN)-based transfer learning approach of inverse displacement analysis of robot manipulators is studied. ANNs with different structures are applied utilizing data from different end-effector paths of a manipulator for training...
Journal Articles
Publisher: ASME
Article Type: Design Innovation Paper
J. Mechanisms Robotics. June 2021, 13(3): 035004.
Paper No: JMR-20-1455
Published Online: April 9, 2021
...Houcheng Tang; Leila Notash In this paper, the feasibility of applying transfer learning for modeling robot manipulators is examined. A neural network-based transfer learning approach of inverse displacement analysis of robot manipulators is studied. Neural networks with different structures...