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

Autor: Collazos-Huertas DF; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales 170003, Colombia., Álvarez-Meza AM; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales 170003, Colombia., Cárdenas-Peña DA; Automatics Research Group, Universidad Tecnológica de Pereria, Pereira 660003, Colombia., Castaño-Duque GA; Cultura de la Calidad en la Educación Research Group, Universidad Nacional de Colombia, Manizales 170003, Colombia., Castellanos-Domínguez CG; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales 170003, Colombia.

Publikováno v: Sensors (Basel, Switzerland) [Sensors (Basel)] 2023 Mar 02; Vol. 23 (5). Date of Electronic Publication: 2023 Mar 02.

CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification.

Autor: Collazos-Huertas DF; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia. dfcollazosh@unal.edu.co., Álvarez-Meza AM; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia., Acosta-Medina CD; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia., Castaño-Duque GA; Cultura de la Calidad en la Educación Research Group, Universidad Nacional de Colombia, Manizales, Colombia., Castellanos-Dominguez G; Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia.

Publikováno v: Brain informatics [Brain Inform] 2020 Sep 03; Vol. 7 (1), pp. 8. Date of Electronic Publication: 2020 Sep 03.