Highly Influenced

@inproceedings{ConwellLearningAA, title={Learning Algorithms and Fixed Dynamics}, author={Peter R. Conwell} }

A hstracr-This paper discusses the equivalence of learning algorithms and nonlinear dynamic systems whose differential equations have fixed coefficients. We show how back propagation transforms into a fixed-weight recursive neural network suitable for VLSI or optical implementations. The transformation is quite general a n d implies that understanding physiological networks may require one to determine the values of fixed parameters distributed throughout a network. Equivalently, a particular… CONTINUE READING

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