Hadamard powers and kernel perceptrons

被引：0
|
作者：
Damm, Tobias [1 ]
Dietrich, Nicolas [1 ]
机构：
[1] Univ Kaiserslautern Landau, Dept Math, Kaiserslautern, Germany
来源：
LINEAR ALGEBRA AND ITS APPLICATIONS | 2023年 / 672卷
关键词：
Hadamard power; Kernel perceptron; Boolean matrix; Generic rank; MATRIX; POSITIVITY;
D O I：
10.1016/j.laa.2023.04.020
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
We study a relation between Hadamard powers and polyno-mial 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 inter-preted in terms of the classification capacities of perceptrons.(c) 2023 Elsevier Inc. All rights reserved.
引用
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页码：93 / 107
页数：15
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