Abstract
The paper builds on a recent explicit numerical algorithm for Kolmogorov`s superpositions, and will show that in order to synthesize minimum size (i.e., size-optimal) circuits for implementing any Boolean function, the nonlinear activation function of the gates has to be the identity function. Because classical and--or implementations, as well as threshold gate implementations require exponential size, it follows that size-optimal solutions for implementing arbitrary Boolean functions can be obtained using analog (or mixed analog/digital) circuits. Conclusions and several comments are ending the paper.
Original language | English |
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Title of host publication | International Symposium on Nonlinear Theory and Its Applications |
Publication status | Published - Dec 31 1998 |
Event | NOLTA'98 - Crans-Montana, Switzerland Duration: Sept 14 1998 → … |
Conference
Conference | NOLTA'98 |
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Period | 9/14/98 → … |