A Bio-Inspired Cognitive Architecture of the Motor System for Virtual Creatures

Daniel MADRIGAL  Gustavo TORRES  Felix RAMOS  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E97-D   No.8   pp.2055-2056
Publication Date: 2014/08/01
Online ISSN: 1745-1361
DOI: 10.1587/transinf.E97.D.2055
Type of Manuscript: Special Section LETTER (Special Section on Cyberworlds)
Category: Modeling
Keyword: 
cognitive architecture,  artificial intelligence,  robotic hand,  

Full Text: PDF>>
Buy this Article




Summary: 
In this paper we present a cognitive architecture inspired on the biological functioning of the motor system in humans. To test the model, we built a robotic hand with a Lego Mindstorms™ kit. Then, through communication between the architecture and the robotic hand, the latter was able to perform the movement of the fingers, which therefore allowed it to perform grasping of some objects. In order to obtain these results, the architecture performed a conversion of the activation of motor neuron pools into specific degrees of servo motor movement. In this case, servo motors acted as muscles, and degrees of movement as exerted muscle force. Finally, this architecture will be integrated with high-order cognitive functions towards getting automatic motor commands generation, through planning and decision making mechanisms.