InterJournal Complex Systems, 372
Status: Accepted
Manuscript Number: [372]
Submission Date: 501
Revised On: 621
Complexity of Predictive Neural Networks
Author(s): Mark Kon ,Leszek Plaskota

Subject(s): CX.66

Category: Article

Abstract:

We announce some general bounds on the interactions of neural and information complexities of feedforward neural networks using general classes of activation functions. We show that, up to constant factors, neural and information complexities combine in a well-defined way in the determination of the complexity of a network.

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