Adversarial deep learning in EEG biometrics (Özdenizci et al., 2019)
Özdenizci et al. propose an adversarial inference approach to extend deep learning models to learn session-invariant person-discriminative representations.
Code-VEP vs. eye tracking: A comparison study (Nezamfar et al., 2018)
Nezamfar et al. compare the efficacy of a BCI input signal, code-VEP via Electroencephalography, against eye gaze tracking.
On analysis of active querying for recursive state estimation (Koçanaoğulları et al., 2018)
Koçanaoğulları et al. propose an active querying procedure using mutual information maximization in recursive state estimation
Optimal query selection using multi-armed bandits (Koçanaoğulları et al., 2018)
Koçanaoğulları et al. introduce a novel sequential adaptive action value function for query selection using the multi-armed bandit framework.
Ethical considerations in ending exploratory brain–computer interface research studies in locked-in syndrome (Klein et al., 2018)
Klein et al. present a case of an individual with presumed locked-in syndrome enrolled in an exploratory BCI study.