Computational Model-Based Prediction of Human Episodic Memory Performance Based on Eye Movements
Summary :
Subjects' episodic memory performance is not simply reflected by eye movements. We use a 'theta phase coding' model of the hippocampus to predict subjects' memory performance from their eye movements. Results demonstrate the ability of the model to predict subjects' memory performance. These studies provide a novel approach to computational modeling in the human-machine interface.
- Publication
- IEICE TRANSACTIONS on Communications Vol.E91-B No.7 pp.2142-2143
- Publication Date
- 2008/07/01
- Publicized
- Online ISSN
- 1745-1345
- DOI
- 10.1093/ietcom/e91-b.7.2142
- Type of Manuscript
- Special Section LETTER (Special Section on Brain Communication)
- Category
Authors
Keyword
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Naoyuki SATO, Yoko YAMAGUCHI, "Computational Model-Based Prediction of Human Episodic Memory Performance Based on Eye Movements" in IEICE TRANSACTIONS on Communications,
vol. E91-B, no. 7, pp. 2142-2143, July 2008, doi: 10.1093/ietcom/e91-b.7.2142.
Abstract: Subjects' episodic memory performance is not simply reflected by eye movements. We use a 'theta phase coding' model of the hippocampus to predict subjects' memory performance from their eye movements. Results demonstrate the ability of the model to predict subjects' memory performance. These studies provide a novel approach to computational modeling in the human-machine interface.
URL: https://global.ieice.org/en_transactions/communications/10.1093/ietcom/e91-b.7.2142/_p
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@ARTICLE{e91-b_7_2142,
author={Naoyuki SATO, Yoko YAMAGUCHI, },
journal={IEICE TRANSACTIONS on Communications},
title={Computational Model-Based Prediction of Human Episodic Memory Performance Based on Eye Movements},
year={2008},
volume={E91-B},
number={7},
pages={2142-2143},
abstract={Subjects' episodic memory performance is not simply reflected by eye movements. We use a 'theta phase coding' model of the hippocampus to predict subjects' memory performance from their eye movements. Results demonstrate the ability of the model to predict subjects' memory performance. These studies provide a novel approach to computational modeling in the human-machine interface.},
keywords={},
doi={10.1093/ietcom/e91-b.7.2142},
ISSN={1745-1345},
month={July},}
Copy
TY - JOUR
TI - Computational Model-Based Prediction of Human Episodic Memory Performance Based on Eye Movements
T2 - IEICE TRANSACTIONS on Communications
SP - 2142
EP - 2143
AU - Naoyuki SATO
AU - Yoko YAMAGUCHI
PY - 2008
DO - 10.1093/ietcom/e91-b.7.2142
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E91-B
IS - 7
JA - IEICE TRANSACTIONS on Communications
Y1 - July 2008
AB - Subjects' episodic memory performance is not simply reflected by eye movements. We use a 'theta phase coding' model of the hippocampus to predict subjects' memory performance from their eye movements. Results demonstrate the ability of the model to predict subjects' memory performance. These studies provide a novel approach to computational modeling in the human-machine interface.
ER -
English
