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. Author manuscript; available in PMC: 2021 Jan 8.
Published in final edited form as: Neuroimage. 2020 Sep 6;223:117340. doi: 10.1016/j.neuroimage.2020.117340

Fig. 2.

Fig. 2.

Schematic diagrams of a fully-connected layer (left), a time-distributed fully-connected layer (middle) and a time-dependent fully-connected layer. The fully-connected layer links all (T × L) input nodes to each output node leading to (T × L) × K parameters in the layer and K output nodes. The time-distributed fully-connected layer links the L input nodes with K output nodes at each time point with the same parameter leading to L × K parameters and the T × K output dimension. The time-dependent fully-connected layer links the L input nodes with K output nodes at each time point with distinct parameters, leading to T × L × K parameters and T × K output dimension.