Fig. 3: The flowchart of a two-sequential attention block with a residual connection.

Conv means convolution operation. 1DConv and K mean 1D convolution with kernel size K. σ means sigmoid activation function. A straight line or curve with an arrow represents the data transfer. ⊗ represents element-wise multiplication. ⊕ represents residual connection.