Simulation of Human Episodic Memory by Using a Computational Model of the Hippocampus
Joint Authors
Source
Advances in Artificial Intelligence
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-01-26
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Science
Abstract EN
The episodic memory, the memory of personal events and history, is essential for understanding the mechanism of human intelligence.
Neuroscience evidence has shown that the hippocampus, a part of the limbic system, plays an important role in the encoding and the retrieval of the episodic memory.
This paper reviews computational models of the hippocampus and introduces our own computational model of human episodic memory based on neural synchronization.
Results from computer simulations demonstrate that our model provides advantage for instantaneous memory formation and selective retrieval enabling memory search.
Moreover, this model was found to have the ability to predict human memory recall by integrating human eye movement data during encoding.
The combined approach between computational models and experiment is efficient for theorizing the human episodic memory.
American Psychological Association (APA)
Sato, Naoyuki& Yamaguchi, Yoko. 2010. Simulation of Human Episodic Memory by Using a Computational Model of the Hippocampus. Advances in Artificial Intelligence،Vol. 2010, no. 2010, pp.1-10.
https://search.emarefa.net/detail/BIM-468573
Modern Language Association (MLA)
Sato, Naoyuki& Yamaguchi, Yoko. Simulation of Human Episodic Memory by Using a Computational Model of the Hippocampus. Advances in Artificial Intelligence No. 2010 (2010), pp.1-10.
https://search.emarefa.net/detail/BIM-468573
American Medical Association (AMA)
Sato, Naoyuki& Yamaguchi, Yoko. Simulation of Human Episodic Memory by Using a Computational Model of the Hippocampus. Advances in Artificial Intelligence. 2010. Vol. 2010, no. 2010, pp.1-10.
https://search.emarefa.net/detail/BIM-468573
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-468573