DocumentCode
2102329
Title
A biologically inspired working memory framework for robots
Author
Phillips, Joshua L. ; Noelle, David C.
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Vanderbilt Univ., Nashville, TN, USA
fYear
2005
fDate
13-15 Aug. 2005
Firstpage
599
Lastpage
604
Abstract
The human brain includes a capacity-limited memory system devoted to the short-term retention of task-relevant information. This system is called working memory. Some computational neuroscience accounts of working memory have explained it in terms of interactions between the prefrontal cortex and the mesolimbic dopamine system. Inspired by these models, we have constructed a software toolkit for creating working memory components for robot control systems, based on the proposed mechanisms used by the brain. We report our design for this toolkit, as well as the results of a feasibility study, involving a robotic version of the delayed saccade task, and we discuss future plans to test this framework in the context of more complex tasks.
Keywords
brain; control engineering computing; memory architecture; robots; software tools; biologically inspired working memory; delayed saccade task; human brain; robot control systems; software toolkit; Animals; Biology computing; Brain modeling; Cognition; Cognitive robotics; Computational modeling; Delay; Humans; Neuroscience; Robot control;
fLanguage
English
Publisher
ieee
Conference_Titel
Robot and Human Interactive Communication, 2005. ROMAN 2005. IEEE International Workshop on
Print_ISBN
0-7803-9274-4
Type
conf
DOI
10.1109/ROMAN.2005.1513845
Filename
1513845
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