MACNet: A Multidimensional Attention-Based Convolutional Neural Network for Lower-Limb Motor Imagery Classification.

MACNet integrates multidimensional attention mechanisms with ConvNet, including a temporal refining module and an attention-enhanced convolutional module, to obtain highly significant features from MI-EEG signals, thus enhancing the representative ability of the network.

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