Artificial Intelligence Lab Publications: Recent submissions

Now showing items 379-381 of 1835

    • Priors Stabilizers and Basis Functions: From Regularization to Radial, Tensor and Additive Splines 

      Girosi, Federico; Jones, Michael; Poggio, Tomaso (1993-06-01)
      We had previously shown that regularization principles lead to approximation schemes, as Radial Basis Functions, which are equivalent to networks with one layer of hidden units, called Regularization Networks. In this ...

    • Measure Fields for Function Approximation 

      Marroquin, Jose L. (1993-06-01)
      The computation of a piecewise smooth function that approximates a finite set of data points may be decomposed into two decoupled tasks: first, the computation of the locally smooth models, and hence, the segmentation ...

    • Geometric Structure of the Adaptive Controller of the Human Arm 

      Shadmehr, Reza; Mussa-Ivaldi, Ferdinando (1993-07-01)
      The objects with which the hand interacts with may significantly change the dynamics of the arm. How does the brain adapt control of arm movements to this new dynamic? We show that adaptation is via composition of a ...