Temporally Local Weighting-Based Phase-Locked Time-Shift Data Augmentation Method for Fast-Calibration SSVEP-BCI

J Huang, Y Lv, ZQ Zhang, B Xiong… - … on Neural Systems …, 2024 - ieeexplore.ieee.org
Various training-based spatial filtering methods have been proposed to decode steady-state
visual evoked potentials (SSVEPs) efficiently. However, these methods require extensive …

Convolutional Neural Network-Based Classification of Steady-State Visually Evoked Potentials with Limited Training Data

M Kołodziej, A Majkowski, RJ Rak, P Wiszniewski - Applied Sciences, 2023 - mdpi.com
One approach employed in brain–computer interfaces (BCIs) involves the use of steady-
state visual evoked potentials (SSVEPs). This article examines the capability of artificial …