diff --git a/README.rst b/README.rst
index a2be59c6..7af0a863 100644
--- a/README.rst
+++ b/README.rst
@@ -120,6 +120,8 @@ following reference:
 
     J.F. Donges, J. Heitzig, B. Beronov, M. Wiedermann, J. Runge, Q.-Y. Feng, L. Tupikina, V. Stolbova, R.V. Donner, N. Marwan, H.A. Dijkstra, and J. Kurths,
     Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package,
+    `Chaos 25, 113101 (2015), doi:10.1063/1.4934554,
+    <http://dx.doi.org/10.1063/1.4934554>`_
     `Preprint: arxiv.org:1507.01571 [physics.data-an].
     <http://arxiv.org/abs/1507.01571>`_
 
diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst
index e6d5ee44..d86d59b6 100644
--- a/docs/source/changelog.rst
+++ b/docs/source/changelog.rst
@@ -4,6 +4,10 @@ Changelog
 
 A summary of major changes made in each release of ``pyunicorn``:
 
+**0.5.1**
+ - Added reference to pyunicorn description paper published in the
+   journal Chaos.
+
 **0.5.0**
  - Substantial update of ``CouplingAnalysis``.
  - New methods in ``RecurrenceNetwork``: ``transitivity_dim_single_scale``,
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 8f42bc63..855ccf44 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -62,7 +62,7 @@
 # The short X.Y version.
 version = '0.5'
 # The full version, including alpha/beta/rc tags.
-release = '0.5.0'
+release = '0.5.1'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/docs/source/download.rst b/docs/source/download.rst
index 6088db93..e249fa51 100644
--- a/docs/source/download.rst
+++ b/docs/source/download.rst
@@ -33,5 +33,5 @@ An easy way to go may be a Python distribution like `Anaconda
 <http://www.enthought.com>`_ that already include many libraries.
 
 .. include:: ../../README.rst
-    :start-after: documentation)
+    :start-after: development)
     :end-before: Test suite