Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration

Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration

Objective: Recently, artificial neural networks (ANNs) have been proven effective and promising for the steady-state visual evoked potential (SSVEP) target recognition. Nevertheless, they usually have lots of trainable parameters and thus require a significant amount of calibration data, which becom...

Full description

Bibliographic Details
Main Authors: Ze Wang, Chi Man Wong, Boyu Wang, Zhao Feng, Fengyu Cong, Feng Wan
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Artificial neural network
attention layer
brain-computer interface
steady-state visual evoked potential
Online Access:https://ieeexplore.ieee.org/document/10138315/

Internet

https://ieeexplore.ieee.org/document/10138315/

Similar Items