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Wiener filter estimation of transfer functions
1Electro-Optics Technology Section, Code 8123, Naval Research Laboratory, Washington, D.C. 20375-5354, USA. kessel@ncst.nrl.navy.mil
Abstract:
The use of a Wiener filter estimate for the linear transfer function can significantly improve the description of behavioral dynamics. This report presents a two-pass, Monte-Carlo-based algorithm that is well suited to repeated-trials local average measurements. The Wiener filter transfer functions strongly suppress noise artifacts as well as allow reliable transfer function determination under a much wider class of reinforcement schedules. Implications of expanding the possible form of experimental design are considered along with improvements in the fidelity of resulting predictions.
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