自组织映射神经网络SOM

自组织映射神经网络（＊＊＊人脑特征启发而提出的非常特殊的神经网络。它也被称为Kohonen网络或者胜者独占单元（WTU）。SOM网络中的神经元之间通过计算输入向量之间的相似度来建立拓扑关系，即相似的输入向量会在SOM网络中被映射到相邻的神经元上。这样，SOM网络能够将高维的输入数据映射到二维或三维的拓扑结构上，从而实现数据的可视化和聚类分析。SOM网络在模式识别、数据挖掘和图像处理等领域都有广泛的应用。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
#### 引用[.reference_title]
- *1* [自组织神经网络介绍：自组织特征映射SOM(Self-organizing feature Map)，第三部分](https://blog.csdn.net/weixin_30652879/article/details/95509793)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_2"}}] [.reference_item style="max-width: 33.333333333333336%"]
- *2* [undefined](undefined)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_2"}}] [.reference_item style="max-width: 33.333333333333336%"]
- *3* [tensorflow实现人脸分类自组织映射神经网络SOM代码](https://download.csdn.net/download/huorantiancai/12040648)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_2"}}] [.reference_item style="max-width: 33.333333333333336%"]
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