Burst and Memory-aware Transformer: capturing temporal heterogeneity

Burst patterns, characterized by their temporal heterogeneity, have been observed across a wide range of domains, encompassing event sequences from neuronal firing to various facets of human activities. Recent research on predicting event sequences leveraged a Transformer based on the Hawkes process...

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Bibliographic Details
Main Authors: Byounghwa Lee, Jung-Hoon Lee, Sungyup Lee, Cheol Ho Kim
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2023.1292842/full