Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity

Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity

Motor Imagery (MI) refers to imagining the mental representation of motor movements without overt motor activity, enhancing physical action execution and neural plasticity with potential applications in medical and professional fields like rehabilitation and education. Currently, the most promising...

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Bibliographic Details
Main Authors: Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño-Duque, César Germán Castellanos-Domínguez
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
EEG Network
motor imagery
motor skills
functional connectivity
class activation maps
Online Access:https://www.mdpi.com/1424-8220/23/5/2750

Internet

https://www.mdpi.com/1424-8220/23/5/2750

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