The complexity of Boolean functions
The complexity of Boolean functions
Constant depth circuits, Fourier transform, and learnability
Journal of the ACM (JACM)
On the Complexity of Balanced Boolean Functions
CIAC '97 Proceedings of the Third Italian Conference on Algorithms and Complexity
Proceedings of the 1983 International FCT-Conference on Fundamentals of Computation Theory
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Any attempt to find connections between mathematical properties and complexity has a strong relevance to the field of Complexity Theory. This is due to the lack of mathematical techniques to prove lower bounds for general models of computation. This work represents a step in this direction: we define a combinatorial property that makes Boolean functions "hard" to compute and show how the harmonic analysis on the hypercube can be applied to derive new lower bounds on the size complexity of previously unclassified Boolean functions.