Decoding memory with explainable AI: A large-scale EEG-based machine learning study of encoding vs. retrieval

Decoding memory with explainable AI: A large-scale EEG-based machine learning study of encoding vs. retrieval

Understanding the distinct neural signatures that differentiate memory encoding from retrieval remains a key challenge in cognitive neuroscience. This study applies machine learning to EEG data from the Penn Electrophysiology of Encoding and Retrieval Study (PEERS), involving 100 participants across...

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Bibliographic Details
Main Authors: Mohammed Tawshif Hossain, Adnan Sami Sarker, Arnab Chowdhury, Rajesh Mitra, Raiyan Rahman, M.R.C. Mahdy
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Neuroscience Informatics
Subjects:
Memory
Encoding
Retrieval
EEG
Machine learning
Explainable AI
Online Access:http://www.sciencedirect.com/science/article/pii/S2772528625000421
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