Readme corrections

README.rst

@@ -1,31 +1,39 @@
-Topological Analysis of Neuronal Morphologies.
-Topological Morphology Descriptor.
+========================================
+TMD: Topological Morphology Descriptor
+========================================
+
+The TMD performs topological analysis of neuronal morphologies and extracts the persistence of trees.
 ---------------------------------------------
-Author: Lida Kanari
-Contributors: Pawel Dlotko
+
+Authors: Lida Kanari
+Contributors: Pawel Dlotko, Benoit Coste
 
 Publication: A Topological Representation of Branching Neuronal Morphologies
-DOI: https://doi.org/10.1007/s12021-017-9341-1
 
 Cite this article as:
-    Kanari, L., Dłotko, P., Scolamiero, M. et al. Neuroinform (2018)
-                    16: 3. https://doi.org/10.1007/s12021-017-9341-1
----------------------------------------------
+    Kanari, L., Dłotko, P., Scolamiero, M. et al. Neuroinform (2018) 16:3.
+    DOI: <https://doi.org/10.1007/s12021-017-9341-1>
+
+----------------------
+Sotware description
+---------------------
 
 This Python module includes: 
 
-* Toolkit to load morphologies in swc and h5 file format. 
-* Toolkit to extract the topological descriptors of tree morphologies.
+* Basic loading of neuronal morphologies in swc and h5 file format. 
+* Extraction of the topological descriptors of tree morphologies.
+* Visualization of neuronal trees and neurons.
+* Ploting persistence diagrams, barcodes and images.
 
-=============
+-------------
 Supported OS
-=============
+--------------
 
 Ubuntu : 12.0, 14.04, 16.04
 
-====================
+---------------------
 Required Dependencies
-====================
+---------------------
 
 Python : 2.7
 Numpy : 1.8.1