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diff --git a/src/Rips_complex/doc/Intro_rips_complex.h b/src/Rips_complex/doc/Intro_rips_complex.h
index 9cc58412..da6bd8d9 100644
--- a/src/Rips_complex/doc/Intro_rips_complex.h
+++ b/src/Rips_complex/doc/Intro_rips_complex.h
@@ -203,6 +203,33 @@ namespace rips_complex {
*
* \include Rips_complex/full_skeleton_rips_for_doc.txt
*
+ *
+ * \section ripscorrelationematrix Correlation matrix
+ *
+ * Analogously to the case of distance matrix, Rips complexes can be also constructed based on correlation matrix.
+ * Given a correlation matrix M, comportment-wise 1-M is a distance matrix.
+ * This example builds the one skeleton graph from the given corelation matrix and threshold value.
+ * Then it creates a `Simplex_tree` with it.
+ *
+ * Then, it is asked to display information about the simplicial complex.
+ *
+ * \include Rips_complex/example_one_skeleton_rips_from_correlation_matrix.cpp
+ *
+ * When launching:
+ *
+ * \code $> ./example_one_skeleton_from_correlation_matrix
+ * \endcode
+ *
+ * the program output is:
+ *
+ * \include Rips_complex/one_skeleton_rips_from_correlation_matrix_for_doc.txt
+ *
+ * All the other constructions discussed for Rips complex for distance matrix can be also performed for Rips complexes
+ * construction from correlation matrices.
+ *
+ * @warning As persistence diagrams points will be under the diagonal, bottleneck distance and persistence graphical
+ * tool will not work properly, this is a known issue.
+ *
*/
/** @} */ // end defgroup rips_complex