Prediction of Ubiquitination Sites Using UbiNets

Figure 3

The “ub_deeper_x2” model. This model clearly demonstrates the underlying ideology of how the nodes of the network interact with each other. Zooming in to “merge_8” one can clearly see distinct output paths travelling into the layer. The “merge_8” layer concatenates the outputs of “dense_11,” “dense_12,” and “dense_13” to form a single large tensor, thus demonstrating how the layers of a block are all directly connected to each other instead of following a more “sequential” flow of execution.