DocumentCode
423720
Title
Hippocampal and prefrontal cortical mechanisms for goal-directed and memory-guided behavior
Author
Hasselmo, Michael E.
Author_Institution
Dept. of Psychol., Boston Univ., MA, USA
Volume
2
fYear
2004
fDate
25-29 July 2004
Firstpage
1493
Abstract
Mechanisms of memory-guided behavior were analyzed in a simulation of the hippocampus and prefrontal cortex which guided movements of a virtual rat in virtual tasks including goal directed movement in the open field, a circular track task, and spatial alternation task. In these tasks, hippocampal circuits mediate retrieval from episodic memory. Possible episodes are retrieved in entorhinal cortex and the interaction with temporal context from dentate gyrus and region CA3 allows selection of specific episodes in CA1. Episodic retrieval allows selection of correct goal-directed movement by prefrontal cortex circuits. Network activity replicates current source density during theta rhythm, as well as theta phase precession and context sensitivity of place cells.
Keywords
learning (artificial intelligence); neural nets; neurophysiology; current source density; entorhinal cortex; episodic memory retrieval; hippocampal circuits; hippocampal cortical mechanisms; memory guided behavior; prefrontal cortex circuits; prefrontal cortical mechanisms; reinforcement learning; theta phase precession; theta rhythm; virtual rat; Brain modeling; Circuit simulation; Computer aided instruction; Context modeling; Delay; Encoding; Hippocampus; Lesions; Mathematical model; Rhythm;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-8359-1
Type
conf
DOI
10.1109/IJCNN.2004.1380174
Filename
1380174
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