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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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Detalles Bibliográficos
Autores principales: Gan, Yao, Fu, Yanyun, Wang, Deyong, Li, Yongming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10483395/
https://www.ncbi.nlm.nih.gov/pubmed/37692884
http://dx.doi.org/10.3389/fnbot.2023.1214203