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A learning algorithm for the estimation of the structure of nonlinear recurrent neural models from neural tuning data is presented. The proposed method combines support vector regression with additional constraints that result from a stability analysis of the dynamics of the fitted network model. The optimal solution can be determined from a single convex optimization problem that can be solved with...
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