Publications in collaboration with researchers from Universidad de Ingeniería y Tecnología (8)

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, Vol. 32, pp. 3794-3803

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