Recurrent neural networks with transient trajectory explain working memory encoding mechanisms

Abstract Whether working memory (WM) is encoded by persistent activity using attractors or by dynamic activity using transient trajectories has been debated for decades in both experimental and modeling studies, and a consensus has not been reached. Even though many recurrent neural networks (RNNs)...

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Detalles Bibliográficos
Autores principales: Chenghao Liu, Shuncheng Jia, Hongxing Liu, Xuanle Zhao, Chengyu T. Li, Bo Xu, Tielin Zhang
Formato: Artículo
Lenguaje:English
Publicado: Nature Portfolio 2025-01-01
Colección:Communications Biology
Acceso en línea:https://doi.org/10.1038/s42003-024-07282-3