A novel approach to attention mechanism using kernel functions: Kerformer

Artificial Intelligence (AI) is driving advancements across various fields by simulating and enhancing human intelligence. In Natural Language Processing (NLP), transformer models like the Kerformer, a linear transformer based on a kernel approach, have garnered success. However, traditional attenti...

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Bibliographic Details
Main Authors: Yao Gan, Yanyun Fu, Deyong Wang, Yongming Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2023.1214203/full