Add information about citing Theano as well as prominently featuring link to video talk.

doc/index.txt

@@ -17,6 +17,17 @@ Theano has been powering large-scale computationally intensive scientific invest
 since 2007.  But it is also approachable enough to be used in the classroom
 (IFT6266 at the University of Montreal).
 
+.. image:: images/talk2010.gif
+    :scale: 75%
+    :align: left
+
+**NEW!** You can watch a quick (20 minute) introduction to Theano given as a talk at `SciPy 2010 <http://conference.scipy.org/scipy2010/>`_ via streaming (or downloaded) video:
+
+  `Transparent GPU Computing With Theano`_.
+  James Bergstra, SciPy 2010, June 30, 2010.
+
+.. _Transparent GPU Computing With Theano: http://www.archive.org/details/Scipy2010-JamesBergstra-TransparentGpuComputingWithTheano
+
 Download
 ========
 
@@ -37,6 +48,25 @@ installation and configuration, see :ref:`installing Theano <install>`.
 
 .. _available on PyPI: http://pypi.python.org/pypi/Theano
 
+Citing Theano
+==============
+
+If you use Theano for academic research, you are highly encouraged (though not
+required) to cite the following paper:
+
+* J. Bergstra, O. Breuleux, F. Bastien, P. Lamblin, R.
+  Pascanu, G. Desjardins, J. Turian, D. Warde-Farley and Y.
+  Bengio. `"Theano: A CPU and GPU Math Expression Compiler"
+  <http://www.iro.umontreal.ca/~lisa/pointeurs/theano_scipy2010.pdf>`_.
+  *Proceedings of the Python for Scientific Computing Conference (SciPy)
+  2010. June 30 - July 3, Austin, TX* (`BibTeX
+  <http://www.iro.umontreal.ca/~lisa/publications2/index.php/export/publication/461/bibtex>`_)
+
+Theano is primarily developed by academics, and so citations matter a lot to
+us. As an added benefit, you increase Theano's exposure and potential user
+(and developer) base, which is to the benefit of all users of Theano. Thanks
+in advance!
+
 Documentation
 =============