Neural modeling of episodic memory: Encoding, retrieval, and forgetting

Neural modeling of episodic memory: Encoding, retrieval, and forgetting

This paper presents a neural model that learns episodic traces in response to a continuous stream of sensory input and feedback received from the environment. The proposed model, based on fusion Adaptive Resonance Theory (fusion ART) network, extracts key events and encodes spatio-temporal relations...

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Bibliographic Details
Main Authors: WANG, Wenwen, SUBAGDJA, Budhitama, TAN, Ah-hwee, STARZYK, Janusz A.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2012
Subjects:
episodic memory
agent
ART based network
hierarchical structure
memory robustness
forgetting
Unreal Tournament
Databases and Information Systems
Programming Languages and Compilers
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/5202
https://ink.library.smu.edu.sg/context/sis_research/article/6205/viewcontent/Neural_Modeling_of_Episodic_Memory___TNNLS_2012_Preprint.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/5202
https://ink.library.smu.edu.sg/context/sis_research/article/6205/viewcontent/Neural_Modeling_of_Episodic_Memory___TNNLS_2012_Preprint.pdf

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