Classification of EEG signals using Transformer based deep learning and ensemble models

M Zeynali, H Seyedarabi, R Afrouzian - Biomedical Signal Processing and …, 2023 - Elsevier
Abstract A Brain-Computer Interface (BCI) is a communication and control system designed
to provide interaction between a user and a computer device. This interaction is based on …

[HTML][HTML] KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism

L Hernández-Álvarez, E Barbierato, S Caputo… - Pattern Recognition …, 2023 - Elsevier
Nowadays, a rapid, easy, and convenient access to our private information is essential to
carry out both personal and professional activities. In most cases, this information is …

EEG-based identification and cryptographic key generation system using extracted features from transformer-based models

M Zeynali, H Narimani, H Seyedarabi - Signal, Image and Video …, 2024 - Springer
Biometric systems use the unique behavioral or physical characteristics of a user to verify
their claimed identity. Due to the high probability of forgery or theft of traditional passwords …