Update README.md

flatironinstitute · Aug 1, 2018 · 98a4eec · 98a4eec
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-# NeuralPSP
-Benchmark of online Principal Subspace Projection algorithms along with a set of algorithms efficiently implemented in MATLAB
+# Online-PSP
+Efficient MATLAB implementation of online Principal Subspace Projection algorithms (Fast Similarity Matching[1], Incremental PCA[2], and Candid Covariance Incremental PCA[2])
 
 For the more complete Python version please go to the link [online-psp](https://github.com/flatironinstitute/online-psp)
 
@@ -28,7 +28,7 @@ components = fsm.get_components([]);
 
 
 ### Detailed Example
-For more detailed examples look at the demo_XXX.m files
+For more detailed examples explore the demo_XXX.m files
 
 
 ## References