Fig. 2. The image classifier network architectures constructed from the DAG. The complete network architectures from male (left) and hermaphrodite (right) C. elegans connectomes are shown. The networks classify the images following the direction of information flow in the connectome as shown by the types of neurons which were color-coded as in the legend. Note that the types of neurons are displayed for visualization but are not utilized in the computation. All the nodes perform identical operations: ReLU activation, 2D convolution followed by batch normalization. The final classification is conducted using a fully-connected layer at the end.
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