Compact task representations as a normative model for higher-order brain activity: Supplementary material

Figure 1A illustrates this trade-off for a single represented history. We note that dynamics amplifying the input will in general also amplify the noise. Trade-offs in a noisy, constrained LDS. All three vectors are assumed to have unit length. The increased precision is thus enabled by discarding irrelevant information.