Single-trial stimuli classification from detected P300 for augmented Brain–Computer Interface: A deep learning approach

Single-trial stimuli classification from detected P300 for augmented Brain–Computer Interface: A deep learning approach

The purpose of advanced Brain–Computer Interfaces (BCIs) is to connect the human brain with an external device without using the muscular system. To do this, they must effectively process mental activity and infer information on the users’ intentions and directives. This work proposes a novel and ex...

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Bibliographic Details
Main Authors: Jessica Leoni, Silvia Carla Strada, Mara Tanelli, Alessandra Brusa, Alice Mado Proverbio
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Machine Learning with Applications
Subjects:
Brain–Computer interface (BCI)
EEG
Deep learning
Classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827022000743

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http://www.sciencedirect.com/science/article/pii/S2666827022000743

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