Figure 6 | Scientific Reports

Figure 6

From: A refined information processing capacity metric allows an in-depth analysis of memory and nonlinearity trade-offs in neurocomputational systems

Figure 6

Schematic for the calculation of remembered encoder capacities. (A) Diagram emphasizing that the combination of encoder and network acts as the measured system. (B) Linear memory of the combined measured system. (C) Linear memory of the encoder. (D, E) Difference between (B) and (C) that results in the actual linear memory of the network. (F) Possibly nonlinear encoder capacity of target function \(y_l\) (black border) and its versions remembered by the network (green). (G) capacity profile for the encoder used in Fig. 5J. (H, I) Capacity heat maps as in Fig. 5G,H, but with all possible encoder capacities subtracted. Note the different scales of the color bars.

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