Replica Symmetry Breaking and the Kuhn-Tucker Cavity Method in Simple and Multilayer Perceptrons
نویسندگان
چکیده
Within a Kuhn-Tucker cavity method introduced in a former
منابع مشابه
O ct 1 99 7 Phase transitions in the generalization behaviour of multilayer perceptrons : II . The influence of noise ∗
We extend our study of phase transitions in the generalization behaviour of multilayer perceptrons with non-overlapping receptive fields to the problem of the influence of noise concerning e.g. the input units and/or the couplings between the input units and the hidden units of the second layer (='input noise') or the final output unit (='output noise'). Without output noise, the output itself ...
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