Title :
A biologically inspired approach for the control of the hand
Author :
Hourdakis, Emmanouil ; Maniadakis, Michail ; Trahanias, Panos
Author_Institution :
Univ. of Crete, Rethymnon
Abstract :
The control of the hand in primate species is characterized by a high dimensionality, due to the large number of joints in the fingers. In this study we present how its manipulation can be simplified without compromising its usage, through a constraint methodology that is inspired from recent neurobiological findings. We further develop a computational model, consisting of several brain areas related to hand control, using a co-evolutionary architecture. Due to its neurobiological basis the methodology gives rise to a number of emergent properties that have been shown to occur in primate species during reach-to-grasp tasks.
Keywords :
biocontrol; biology; neurophysiology; biologically inspired approach; co-evolutionary architecture; finger joints; finger manipulation; neurobiology; primate species hand control; reach-to-grasp task; Biological control systems; Biological neural networks; Biological system modeling; Brain modeling; Computational modeling; Computer architecture; Computer science; Computer vision; Neurons; Robot kinematics;
Conference_Titel :
Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1339-3
Electronic_ISBN :
978-1-4244-1340-9
DOI :
10.1109/CEC.2007.4424650