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Hadamard powers and kernel perceptrons
- Source :
- Linear Algebra and its Applications. 672:93-107
- Publication Year :
- 2023
- Publisher :
- Elsevier BV, 2023.
-
Abstract
- We study a relation between Hadamard powers and polynomial kernel perceptrons. The rank of Hadamard powers for the special case of a Boolean matrix and for the generic case of a real matrix is computed explicitly. These results are interpreted in terms of the classification capacities of perceptrons.<br />Comment: 12 pages
Details
- ISSN :
- 00243795
- Volume :
- 672
- Database :
- OpenAIRE
- Journal :
- Linear Algebra and its Applications
- Accession number :
- edsair.doi.dedup.....a781d36e34b1aadea769be3819b4f5b2