Exponentially many local minima for single neurons
Auer, Peter, Herbster, Mark, Warmuth, Manfred K. K.
–Neural Information Processing Systems
We show that for a single neuron with the logistic function as the transfer function the number of local minima of the error function based on the square loss can grow exponentially in the dimension.
Neural Information Processing Systems
Dec-31-1996
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