Kevin
Martín Chinea
Ph.D. Student
Period 2016-2024
Publications
2024
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Brain–Computer Interface Based on PLV-Spatial Filter and LSTM Classification for Intuitive Control of Avatars
Electronics (Switzerland), Vol. 13, Núm. 11
2023
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Brainprint based on functional connectivity and asymmetry indices of brain regions: A case study of biometric person identification with non-expensive electroencephalogram headsets
IET Biometrics, Vol. 12, Núm. 3, pp. 129-145
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Effect of time windows in LSTM networks for EEG-based BCIs
Cognitive Neurodynamics, Vol. 17, Núm. 2, pp. 385-398
2022
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A New PLV-Spatial Filtering to Improve the Classification Performance in BCI Systems
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 30, pp. 2275-2282
2021
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Particle Swarm Optimisation-Based Support Vector Regression Model to Estimate the Powder Factor of Explosives in Groundwater Tunnel Driving
Lecture Notes in Mechanical Engineering
2020
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Accuracy of Classification Algorithms Applied to EEG Records from Emotiv EPOC+ Using Their Spectral and Asymmetry Features
Learning and Analytics in Intelligent Systems
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Biometric Person Authentication Using a Wireless EEG Device
Learning and Analytics in Intelligent Systems
2019
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Accuracy of Classification Algorithms Applied to EEG Records from Emotiv EPOC+ Using Their Spectral and Asymmetry Features
Learning and Analytics in Intelligent Systems, pp. 337-342