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Real-Time Parallel Processing of Grammatical Structure in the Fronto-Striatal System: A Recurrent Network Simulation Study Using Reservoir Computing

Figure 4

Relative sentences with modified corpus distribution such that subject-relatives are more frequent that object-relatives.

A. Subject-relative. For the word “V” following “that”, there is relatively small change in the readout neurons, indicating that the predictions of the model were essentially confirmed. B. Object-relative. For the “the” following “that”, there is a significant shift in activity, corresponding to a re-assignment of the most probable coded meaning. Simulation conditions, activation time, AT = 20, and number of reservoir units, N = 300.

Figure 4