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Channel-weighted brain topography of the FDCN-C model in the BCI-C IV 2a dataset.

Channel-weighted brain topography of the FDCN-C model in the BCI-C IV 2a dataset.

<p>Channel-weighted brain topography of the FDCN-C model in the BCI-C IV 2a dataset.</p>

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Bibliographic Details
Main Author: Hong-Jie Liang (11495982) (author)
Other Authors: Ling-Long Li (20308164) (author), Guang-Zhong Cao (6444716) (author)
Published: 2024
Subjects:
Physiology
Biotechnology
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
utilizing offset parameters
two public datasets
mi )- electroencephalography
diverse receptive fields
deformable convolutional network
continuous time scales
computed multiple times
utilizes convolution kernels
dimensional convolution layer
deformable convolution network
convolution kernel size
temporal feature extraction
model &# 8217
classification accuracy obtained
extracting frequency information
crop classification module
original eeg data
frequency enhancement module
dilated convolution
frequency enhancement
crop module
temporal domain
eeg data
channel information
baseline model
utilization efficiency
spatial domain
important role
enables motor
eeg decoding
disabled patients
deep learning
decoding plays
computer interface
calculating attention
bci ),
art methods
ablation study
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