Publicaciones en colaboración con investigadores/as de Universidad de Ingeniería y Tecnología (11)

2024

  1. Transfer Learning with Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-centre Data

    IEEE Transactions on Neural Systems and Rehabilitation Engineering

2023

  1. EMGTFNet: Fuzzy Vision Transformer to Decode Upperlimb sEMG Signals for Hand Gestures Recognition

    IEEE International Conference on Fuzzy Systems

2022

  1. Fuzzy temporal convolutional neural networks in P300-based Brain–computer interface for smart home interaction

    Applied Soft Computing, Vol. 117

2021

  1. A Smart Home Control Prototype Using a P300-Based Brain–Computer Interface for Post-stroke Patients

    Smart Innovation, Systems and Technologies

2020

  1. Improving Speller BCI performance using a cluster-based under-sampling method

    2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020

  2. Single-trial P300 classification using deep belief networks for a BCI system

    Proceedings of the 2020 IEEE 27th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2020

  3. Under-sampling and Classification of P300 Single-Trials using Self-Organized Maps and Deep Neural Networks for a Speller BCI

    Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

2019

  1. Performance Evaluation of a P300 Brain-Computer Interface Using a Kernel Extreme Learning Machine Classifier

    Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018

2018

  1. A Convolutional Neural Network Approach for a P300-based Brain-Computer Interface for Disabled and Healthy Subjects

    2018 10th Computer Science and Electronic Engineering Conference, CEEC 2018 - Proceedings

  2. A fuzzy genetic algorithm for optimal spatial filter selection for P300-based brain computer interfaces

    IEEE International Conference on Fuzzy Systems

2017

  1. A P300-based brain computer interface for smart home interaction through an ANFIS ensemble

    IEEE International Conference on Fuzzy Systems