Ontology highlight
ABSTRACT:
SUBMITTER: Tang M
PROVIDER: S-EPMC7615819 | biostudies-literature | 2023
REPOSITORIES: biostudies-literature
Tang Mufeng M Barron Helen H Bogacz Rafal R
Advances in neural information processing systems 20230101
Forming accurate memory of sequential stimuli is a fundamental function of biological agents. However, the computational mechanism underlying sequential memory in the brain remains unclear. Inspired by neuroscience theories and recent successes in applying predictive coding (PC) to <i>static</i> memory tasks, in this work we propose a novel PC-based model for <i>sequential</i> memory, called <i>temporal predictive coding</i> (tPC). We show that our tPC models can memorize and retrieve sequential ...[more]