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

• 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
• Institution: Singapore Management University

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...