Title :
Associative computational model of mirror neurons that connects missing link between behaviors and symbols
Author :
Inamura, Tetsunari ; Nakamura, Yoshihiko ; Shimozaki, Moriaki
Author_Institution :
CREST Program, Japan Sci. & Technol. Corp., Tokyo, Japan
Abstract :
Behavior recognition process and behavior generation process have a close relationship in humans´ brains. It is expected that humans´ brains understand the meaning of behavior and create symbols through co-development of recognition and generation processes. In this paper, we propose a novel method for the integration of behavior patterns and symbols using associative memory in order to realize the co-development processing. In the model, behavior recognition process and generation process are practiced based on a mutual dynamics. We also confirmed the feasibility of the method on humanoid simulator.
Keywords :
associative processing; brain models; content-addressable storage; neural nets; associative memory; behavior generation; behavior patterns; behavior recognition; cognitive science; humanoid robots; mirror neurons; symbols; Artificial intelligence; Associative memory; Brain modeling; Computational modeling; Hidden Markov models; Humanoid robots; Humans; Mathematical model; Mirrors; Neurons;
Conference_Titel :
Intelligent Robots and Systems, 2002. IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7398-7
DOI :
10.1109/IRDS.2002.1041527