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Correlation-based model of artificially induced plasticity in motor cortex by a bidirectional brain-computer interface

Fig 9

(A) Plot of (with α, β ∈ {a, b, c}) where J(0) is sparse and homogeneous (see C) and is as in Fig 8. Colors represent the pair of pre- and post-synaptic groups αβ as in the upper left key. (B) Plot of as evolves over time indicated by the color scheme. Curved arrows illustrate the iteration scheme and culminate at the equilibrium . (C) Middle: evolution of synaptic weights over time, color-coded as in A. Thick solid lines show analytical predictions of order 4, thick dotted lines show averages from simulations and thin lines show examples of individual synapses Jij(t). On either sides: plots of and J(t) used for simulations for t = 0 (left) and t = 80 hours (right). (D) Scatter plot of and corresponding averages of simulated J(t) over all time points plotted in C. For both C and D, N = 60, p = 0.3, Jmin = 0, Jmax = 0.1, η = 10−8 and Jij(0) = Jmax/4.

Fig 9

doi: https://doi.org/10.1371/journal.pcbi.1005343.g009