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Example impact of interaction term on neuron response space. The CF-I response surface of an example neuron is visually separated into three components. For the expression, r = β0 + f1(x1) + f2(x2) + f3(x1, x2), x1 is CF, x2 is I, f1 and f2 are individual dimension terms, and f3 is an interaction term. A, Individual dimension terms (f1 + f2). B, Interaction term (f3). C, Neuron response offset by intercept (r – β0): that is (A) + (B) = (C).
