Table 4 Performance statistics for a family of tailored networks composed of a group of form factor extraction layers that form the input of the interpretation layers.

A schematic of the network topology is given in the bottom diagram of Fig. 3. FF, form factor; Int, interpretation.

Network topologyInterpretationForm factor extraction
Mean relative errorRelative error SDMean relative errorRelative error SD
In-FF[(256)1]-Int[(256)1]-Out0.2760.4670.3550.383
In-FF[(256)2]-Int[(256)2]-Out0.1030.2360.0400.083
In-FF[(256)3]-Int[(256)3]-Out0.0940.2250.0210.046
In-FF[(256)4]-Int[(256)4]-Out0.0870.2160.0150.028
In-FF[(256)5]-Int[(256)5]-Out0.0810.1960.0120.023
In-FF[(256)6]-Int[(256)6]-Out0.0800.1920.0120.022