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. 2010 Apr 22;6(4):e1000757. doi: 10.1371/journal.pcbi.1000757

Figure 9. Mean firing constraint is not sufficient for reliable learning.

Figure 9

(A) Evolution of neuron activation for a neuron with a gain function regulated by a simplified IP rule, which adjusts Inline graphic to maintain the same mean average firing Inline graphic. Inline graphic or Inline graphic, in the first and second row, respectively. Inset illustrates final receptive field for each case. (B) Corresponding evolution of weights and (C) their final distribution.