Title :
Coherent learning in cortical maps: a generic approach
Author :
Menard, Olivier ; Frezza-Buet, Herve
Author_Institution :
Supelec, France
fDate :
31 July-4 Aug. 2005
Abstract :
This paper presents a computational model inspired from the cortex organization that defines coherent learning in multiple cortical maps, in order to perform multi-modal coordination. The joint self-organization of the maps is described as a process allowing dealing with multi-modal information within cooperative distributed modules. The very purpose of this approach is the design of a generic distributed architecture for robotic servo-control from a functional view of the cortical information processing.
Keywords :
brain models; learning (artificial intelligence); neurophysiology; robots; self-organising feature maps; servomechanisms; coherent learning; cooperative distributed module; cortex organization; cortical information processing; cortical map; distributed architecture; multimodal coordination; robotic servo-control; Biological system modeling; Biology computing; Brain modeling; Coherence; Computational modeling; Computer architecture; Electronic mail; Nervous system; Robot kinematics; Servosystems;
Conference_Titel :
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN :
0-7803-9048-2
DOI :
10.1109/IJCNN.2005.1556383