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

• Main Authors: Wang, Wenwen, Subagdja, Budhitama, Tan, Ah-Hwee, Starzyk, Janusz A.
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/99738; http://hdl.handle.net/10220/13533
• Institution: Nanyang Technological 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 (ART) network, extracts key events and encodes spatio-temporal relations betwee...