Neural modeling of sequential inferences and learning over episodic memory

• Main Authors: SUBAGDJA, Budhitama, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Episodic memory; Adaptive resonance theory; Transitive inference; Computer Engineering; Databases and Information Systems; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/sis_research/5226; https://ink.library.smu.edu.sg/context/sis_research/article/6229/viewcontent/1_s2.0_S0925231215001873_main.pdf
• Institution: Singapore Management University

Episodic memory is a significant part of cognition for reasoning and decision making. Retrieval in episodic memory depends on the order relationships of memory items which provides flexibility in reasoning and inferences regarding sequential relations for spatio-temporal domain. However, it is still...