Episodic memory: A hierarchy of spatiotemporal concepts.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 31648869.
- Also identified by DOI 10.1016/j.neunet.2019.09.021.
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Abstract
We propose a new model of episodic memory. It consists of a hierarchy of partial sequences of events, blended for consistency across space and time by feedforward/feedback links to concepts expressing their shared information. This blended concept hierarchy is acquired and represented incrementally through synaptic or connection-weighted adaptation in a neural network with episodic memory capability. We derive this model through argumentation, explain its derivation within a category-theoretic model of representation, and discuss the capabilities we propose for this model.
Medical subject headings
- Neural Networks, Computer