Significant Low-dimensional Spectral-temporal Features for Seizure Detection

no code implementations • 13 Feb 2022 • Xucun Yan, Dongping Yang, Zihuai Lin, Branka Vucetic

Seizure onset detection in electroencephalography (EEG) signals is a challenging task due to the non-stereotyped seizure activities as well as their stochastic and non-stationary characteristics in nature.

EEG Seizure Detection

ViR:the Vision Reservoir

no code implementations • 27 Dec 2021 • Xian Wei, Bin Wang, Mingsong Chen, Ji Yuan, Hai Lan, Jiehuang Shi, Xuan Tang, Bo Jin, Guozhang Chen, Dongping Yang

To address these problems, a novel method, namely, Vision Reservoir computing (ViR), is proposed here for image classification, as a parallel to ViT.

Classification Image Classification