Relationship between network structure and synconset waves holds even when network is scaled (a)–(f) Latency profiles in networks of varying sizes.

<p>The 6 networks have all been constructed using the connection probability profile shown in row-2,col-1 of Fig. 3. The sizes of the 6 networks in (a)–(f) are 16X16, 30X30, 32X32, 40X40, 46X46, 50X50 in that order (dimensions in number of neurons). Note that the latency patterns in all the networks are centre-out irrespective of the scale of the network. (<b>g</b>) Scatter plot of L-value versus number of neurons in the network. The red line is a least mean-square error fit of the scatter points. The shaded area indicates the region of confidence for the regression fit indicated by the red line. Notice that the shaded region is almost entirely in the region of positive slope indicating that the efficacy of the prediction process(L-value) is very unlikely to decrease with increasing network size.