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competitive learning

  • 竞争学习:竞争学习是一种在人工神经网络中的无监督学习形式,其中节点竞争权利来响应输入数据的子集。竞争学习是Hebbian学习的一种变体,通过增加网络中每个节点的专业化来工作。它非常适合在数据中寻找聚类。

专业释义英英释义

  • 竞争学习 - 引用次数:40

    CLK-Centroid algorithm adapts the noise data and outliers by using a strategy of competitive learning to compute a cluster Centroid, and improves the precision of cluster by using a strategy of combination clustering.

    该算法采用竞争学习策略计算簇的质心,以适应噪声数据和分布异常数据的要求,使用组合聚类策略提高聚类的精度。

    参考来源 - 基于竞争学习的K质心组合聚类算法
    竞逐学习
  • 竞争学习 - 引用次数:10

    On the basis of above model, we propose a multiple ANN/HMM hybrid model, which segments features with competitive learning mechanism and reduces the cost of storage and calculation of systems with the method of reorganizing features adaptively.

    在上述模型的基础上,我们提出了一种多重ANN/HMM混合模型,通过竞争学习机制划分样本,通过自适应特征重组方法来降低系统的存储与计算开销。

    参考来源 - 多重ANN/HMM混合模型在语音识别中的应用

·2,447,543篇论文数据,部分数据来源于NoteExpress

Competitive learning

  • abstract: Competitive learning is a form of unsupervised learning in artificial neural networks, in which nodes compete for the right to respond to a subset of the input data. A variant of Hebbian learning, competitive learning works by increasing the specialization of each node in the network.

以上来源于: WordNet

双语例句权威例句

  • The author proposes a new self tuning fuzzy modeling by means of fuzzy competitive learning.

    提出一种新的基于模糊竞争学习调整的模糊建模方法

    youdao

  • In the neural network mode classification method, one of the relatively famous methods is that "competitive learning".

    神经网络模式分类方法比较著名方法之一就是竞争学习”。

    youdao

  • We first discuss the structure and principle of the CMAC neural network. Using competitive learning, we develop a new adaptive quantization algorithm.

    首先阐述CMAC神经网络原理结构学习算法,提出了一种新的采用竞争学习原理的非等距自适应量化算法。

    youdao

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