The K-winners-take-all neural network of classification

机译：K-Winners-Take-all的神经网络分类

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摘要

The K-Winner-Take-All (KWTA) classifier is presented in this article. Its architecture is demonstrated. The basic steps of KWTA classifier are described. Its algorithm is presented. The KWTA structure is demonstrated. Its advantages and limitations are analyzed.

机译：本文介绍了K-WINNER-TAKE-BALL（KWTA）分类器。它的建筑被证明。描述了KWTA分类器的基本步骤。它的算法呈现。 kwta结构被证明。分析了其优点和局限性。

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《International Conference on the Experience of Designing and Application of CAD Systems in Microelectronics》|2013年||共2页
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作者
Brenych Yana;
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正文语种
中图分类微电子学、集成电路（IC）;
关键词
Classifier; Dynamical rule; K-Winner-Take-All; Subnet;

机译：分类器;动态规则;k-winner-take-all;子网;

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1. A class of finite-time dual neural networks for solving quadratic programming problems and its k-winners-take-all application [J] . LiS., LiY., WangZ. Neural Networks: The Official Journal of the International Neural Network Society . 2013,第Null期

机译：一类解决二次规划问题的有限时间对偶神经网络及其k-赢家通吃
2. Another K-winners-take-all analog neural network [J] . Calvert B.D., Marinov C.A. IEEE Transactions on Neural Networks . 2000,第4期

机译：另一个K赢家通吃的模拟神经网络
3. A new k-winners-take-all neural network and its array architecture [J] . Jui-Cheng Yen, Jiun-In Guo IEEE Transactions on Neural Networks . 1998,第5期

机译：新的k-赢家通吃神经网络及其阵列架构
4. The K-winners-take-all neural network of classification [C] . Brenych Yana International Conference on the Experience of Designing and Application of CAD Systems in Microelectronics . 2013

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5. Combining Convolutional Neural Networks and Graph Neural Networks for Image Classification [D] . Trivedy, Vivek. 2021

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7. Work modes of impulse k-winners-take-all neural network [O] . Pavlo Tymoshchuk 2018

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8. Classification of Impulse Radar Data Using Neural Networks with Experimental Data(Klassificering av Impulsradardata med Neurala Naetverk med Experimentella Data) [R] . Stroemberg, D. 1997

机译：使用具有实验数据的神经网络分类脉冲雷达数据（Klassificering av Impulsradardata med Neurala Naetverk med Experimentella Data）

The K-winners-take-all neural network of classification

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