Decoding Motion Trajectories in an Upper Limb BCI: Linear Regression vs Deep Learning. - McShane, Niall; McCreadie, Karl A.; Charles, Darryl; Korik, Attila; Coyle, Damien (2023)

Online 3D Motion Decoder BCI for Embodied Virtual Reality Upper Limb Control: A Pilot Study. - McShane, Niall; McCreadie, Karl A.; Charles, Darryl; Korik, Attila; Coyle, Damien (2022)

Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG. - Cooney, Ciaran; Korik, Attila; Folli, Raffaella; Coyle, Damien (Sensors, 2020)

Decoding Imagined 3D Arm Movement Trajectories From EEG to Control Two Virtual Arms - A Pilot Study. - Korik, Attila; Sosnik, Ronen; Siddique, Nazmul H.; Coyle, Damien (Frontiers Neurorobotics, 2019)

Imagined 3D hand movement trajectory decoding from sensorimotor EEG rhythms. - Korik, Attila; Sosnik, Ronen; Siddique, Nazmul H.; Coyle, Damien (2016)

E3D hand movement velocity reconstruction using power spectral density of EEG signals and neural network. - Korik, Attila; Siddique, Nazmul H.; Sosnik, Ronen; Coyle, Damien (2015)