Update README.md

README.md

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+# Update 07/13/2016
+
+After some optimization the main loop of updating the spike locations and adding/removing spikes is now ~3x faster. Consider updating your code. Proper release will follow soon.
+
 MCMC spike inference in continuous time
 ==========================