Research graph
References from Breaking the Depth Barrier in Motor Imagery Classification via a Residual Depthwise-Separable Network. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1016/j.neunet.2022.06.008
10.1016/j.neunet.2022.06.008 · External reference
10.1109/tcyb.2024.3390805
10.1109/tcyb.2024.3390805 · External reference
10.1109/tnnls.2021.3118468
10.1109/tnnls.2021.3118468 · External reference
10.1109/tnnls.2020.3015505
10.1109/tnnls.2020.3015505 · External reference
10.1109/tnsre.2017.2766365
10.1109/tnsre.2017.2766365 · External reference
10.1109/tcyb.2026.3665442
10.1109/tcyb.2026.3665442 · External reference
10.1109/tcyb.2022.3198997
10.1109/tcyb.2022.3198997 · External reference
10.1109/tcyb.2025.3550191
10.1109/tcyb.2025.3550191 · External reference
10.1109/tcyb.2025.3580726
10.1109/tcyb.2025.3580726 · External reference
10.1109/tcyb.2021.3122969
10.1109/tcyb.2021.3122969 · External reference
10.1109/tcyb.2022.3166604
10.1109/tcyb.2022.3166604 · External reference
10.1109/tcyb.2025.3533088
10.1109/tcyb.2025.3533088 · External reference
10.1109/tnsre.2023.3265304
10.1109/tnsre.2023.3265304 · External reference
10.1109/ijcnn.2008.4634130
10.1109/ijcnn.2008.4634130 · External reference
10.1109/tcyb.2020.2982901
10.1109/tcyb.2020.2982901 · External reference
10.1109/tcyb.2019.2963709
10.1109/tcyb.2019.2963709 · External reference
10.1109/tcyb.2021.3073210
10.1109/tcyb.2021.3073210 · External reference
10.1088/1741-2552/aace8c
10.1088/1741-2552/aace8c · External reference
10.1109/tnsre.2023.3257319
10.1109/tnsre.2023.3257319 · External reference
10.1109/jbhi.2024.3467090
10.1109/jbhi.2024.3467090 · External reference
10.1109/tcyb.2025.3549583
10.1109/tcyb.2025.3549583 · External reference
10.1109/tcyb.2026.3678659
10.1109/tcyb.2026.3678659 · External reference
10.1109/tsmc.2025.3650196
10.1109/tsmc.2025.3650196 · External reference
Recurrent neural network regularization
2014 · External reference
10.1088/1741-2552/ac74e0
10.1088/1741-2552/ac74e0 · External reference
10.1109/tcyb.2025.3531657
10.1109/tcyb.2025.3531657 · External reference
10.48550/arxiv.1706.03762
10.48550/arxiv.1706.03762 · External reference
10.1109/tnsre.2022.3230250
10.1109/tnsre.2022.3230250 · External reference
10.1038/s41598-024-71118-7
10.1038/s41598-024-71118-7 · External reference
DBConformer: Dual-branch convolutional transformer for EEG decoding
2025 · External reference
10.1109/tsmc.2024.3355101
10.1109/tsmc.2024.3355101 · External reference
10.1109/tcyb.2025.3542059
10.1109/tcyb.2025.3542059 · External reference
10.1109/tcyb.2024.3410844
10.1109/tcyb.2024.3410844 · External reference
10.1002/hbm.23730
10.1002/hbm.23730 · External reference
10.1109/tnsre.2024.3451010
10.1109/tnsre.2024.3451010 · External reference
FBCNet: A multi-view convolutional neural network for brain–computer interface
2021 · External reference
10.1109/tbme.2022.3193277
10.1109/tbme.2022.3193277 · External reference
10.1109/tnsre.2023.3323325
10.1109/tnsre.2023.3323325 · External reference
10.1145/3065386
10.1145/3065386 · External reference
Improving language understanding by generative pre-training
2018 · External reference
10.1038/s41597-023-02445-z
10.1038/s41597-023-02445-z · External reference
10.3389/fnins.2012.00055
10.3389/fnins.2012.00055 · External reference
10.1109/tnsre.2023.3268979
10.1109/tnsre.2023.3268979 · External reference
10.1109/tcyb.2025.3603608
10.1109/tcyb.2025.3603608 · External reference
mHC: Manifold-constrained hyper-connections
2025 · External reference
A survey of transformers
2021 · External reference
NeuroLM: A universal multi-task foundation model for bridging the gap between language and EEG signals
External reference
10.1088/1741-2552/ae17e9
10.1088/1741-2552/ae17e9 · External reference
10.1109/tbme.2019.2913914
10.1109/tbme.2019.2913914 · External reference
10.1016/j.compbiomed.2023.107901
10.1016/j.compbiomed.2023.107901 · External reference
10.1007/s00521-021-06352-5
10.1007/s00521-021-06352-5 · External reference
10.3389/fnins.2018.00680
10.3389/fnins.2018.00680 · External reference
10.1109/tnsre.2024.3499998
10.1109/tnsre.2024.3499998 · External reference
10.1109/bibm62325.2024.10822062
10.1109/bibm62325.2024.10822062 · External reference
10.1016/j.knosys.2025.113315
10.1016/j.knosys.2025.113315 · External reference
10.1109/cvpr.2017.195
10.1109/cvpr.2017.195 · External reference
MobileNets: Efficient convolutional neural networks for mobile vision applications
2017 · External reference
10.1109/jbhi.2025.3546288
10.1109/jbhi.2025.3546288 · External reference
10.1109/tnsre.2024.3382226
10.1109/tnsre.2024.3382226 · External reference
10.1016/j.bspc.2024.107189
10.1016/j.bspc.2024.107189 · External reference
10.1016/j.neunet.2025.107741
10.1016/j.neunet.2025.107741 · External reference
EEGPT: Pretrained transformer for universal and reliable representation of EEG signals
External reference
Large brain model for learning generic representations with tremendous EEG data in BCI
2024 · External reference
Large cognition model: Towards pretrained EEG foundation model
2025 · External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
Residual networks are exponential ensembles of relatively shallow networks
2016 · External reference
10.25236/ajcis.2025.080708
10.25236/ajcis.2025.080708 · External reference
10.61784/jcsee3128
10.61784/jcsee3128 · External reference
10.1007/s11571-024-10127-8
10.1007/s11571-024-10127-8 · External reference
Deep sparse rectifier neural networks
External reference
10.1109/tbme.2004.827072
10.1109/tbme.2004.827072 · External reference
ADFCNN: Attention-based dual-scale fusion convolutional neural network for motor imagery brain–computer interface
2023 · External reference
10.1109/jbhi.2024.3386565
10.1109/jbhi.2024.3386565 · External reference
10.1088/1741-2552/acee1f
10.1088/1741-2552/acee1f · External reference
Network in network
2013 · External reference
