نتایج جستجو برای: backpropagation network
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Various methods to overcome the catastrophic interference effect in backpropagation networks are directly compared on a simple learning task. Interleaved learning delivered the best results: in a backpropagation network the pattern “McClelland” was retained after learning the pattern “soup”. Neither the implementation of a sharpening function, nor adjustment of the activation function improved ...
A standard general algorithm, the stochastic approximation algorithm of Albert and Gardner [1] , is applied in a new context to compute the weights of a multilayer per ceptron network. This leads to a new algorithm, the gain backpropagation algorithm, which is related to, but significantly different from, the standard backpropagat ion algorith m [2]. Some simulation examples show the potential ...
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