Classification of Known and Unknown Study Items in a Memory Task Using Single-Trial Event-Related Potentials and Convolutional Neural Networks

Classification of Known and Unknown Study Items in a Memory Task Using Single-Trial Event-Related Potentials and Convolutional Neural Networks

This study examines the feasibility of using event-related potentials (ERPs) obtained from electroencephalographic (EEG) recordings as biomarkers for long-term memory item classification. Previous studies have identified old/new effects in memory paradigms associated with explicit long-term memory a...

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Bibliographic Details
Main Authors: Jorge Delgado-Munoz, Reiko Matsunaka, Kazuo Hiraki
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Brain Sciences
Subjects:
long term memory
familiarity
electroencephalography
event-related potentials
convolutional neural networks
Online Access:https://www.mdpi.com/2076-3425/14/9/860

Internet

https://www.mdpi.com/2076-3425/14/9/860

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