non-negative matrix factorization (NMF)

• Category: Multi-channel blind source separation
• Operating platform / Operating system: Windows7以上
• Compilation tools and environment: matlab
• Version: v1.0
• GitHub download path: https://gitee.com/three-poles/BlindSourceDecomposition/

Method description:

NMF is a matrix factorization method proposed by Lee and Seung in Nature in 1999. It makes all decomposed components nonnegative and realizes nonlinear dimension reduction at the same time. NMF has gradually become as one of the most popular multidimensional data processing tools in the fields of signal processing, biomedical engineering, pattern recognition, computer vision and image engineering.

• 安装方式：安装matlab

  运行方式：matlab运行

  输入变量：多通道信号

  输出变量：分解后信号

  依赖库文件：打包至文件夹

  二维码：
  

  

  
  

  https://gitee.com/three-poles/BlindSourceDecomposition/