diff --git a/doc/conf.py b/doc/conf.py
index 0fcffa87a06feab1fab47b7236720a80fb2d7929..2d71266650647d73d4713ff952f92528468a652c 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -30,8 +30,9 @@ import os
 # ones.
 extensions = [
     'sphinx.ext.autodoc',
+    'sphinx.ext.autosummary', 
     'sphinx.ext.viewcode',
-    'sphinx.ext.pngmath',
+    'sphinx.ext.mathjax',
 ]
 
 # Add any paths that contain templates here, relative to this directory.
@@ -47,8 +48,8 @@ source_suffix = '.rst'
 master_doc = 'index'
 
 # General information about the project.
-project = u'FSLpy'
-copyright = u'2014, Paul McCarthy'
+project = u'fslpy'
+copyright = u'2015, Paul McCarthy, FMRIB Centre'
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
@@ -102,7 +103,7 @@ pygments_style = 'sphinx'
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
-html_theme = 'default'
+html_theme = 'sphinx_rtd_theme'
 
 # Theme options are theme-specific and customize the look and feel of a theme
 # further.  For a list of options available for each theme, see the
@@ -180,7 +181,7 @@ html_static_path = ['_static']
 #html_file_suffix = None
 
 # Output file base name for HTML help builder.
-htmlhelp_basename = 'FSLpydoc'
+htmlhelp_basename = 'fslpydoc'
 
 
 # -- Options for LaTeX output ---------------------------------------------