Workflow from Scientific Research

Process of excitation extraction. Following the input of samples into the network, the excitation coefficients for each layer’s input to the output can be obtained from the input of that layer, the function of that layer, and the output of that layer, i.e., the blocks directly above each layer. The block directly above the output represents the excitation coefficient of the corresponding output to Y. In the blocks separated above, the lower block denotes the negative excitation coefficient, and the upper block represents the positive excitation coefficient. The block above the output is formed by backpropagation through a double-chain pass. The symbol ++ signifies that the excitation coefficient is formed by the compound of two positive excitation coefficients. Similarly, '+-,' '--,' and '-+' denote the combination of PANE coefficients.

DOI