A parallel-hierarchical neural network (PHNN) for motor imagery EEG signal classification

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

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Large-Scale Video Classification with Convolutional Neural Networks

Andrej Karpathy, George Toderici, Sanketh Shetty et al. · 2014 · 6.3K citations

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EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces

Journal of Neural Engineering · 2018 · 4.2K citations · Full text

Engineering, Electrical Engineering, Neuroscience +17

Deep learning with convolutional neural networks for EEG decoding and visualization

Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas D. J. Fiederer et al. · Human Brain Mapping · 2017 · 3.5K citations · Full text

Computing, Computer Science, Neuroscience +17

Convolutional Neural Networks for Speech Recognition

Ossama Abdel‐Hamid, Abdelrahman Mohamed, Hui Jiang et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2014 · 2.3K citations

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