Demixing odors -- fast inference in olfaction Jeff Beck Gatsby Computational Neuroscience Unit Duke University UCL

The olfactory system faces a difficult inference problem: it has to determine what odors are present based on the distributed activation of its receptor neurons. Here we derive neural implementations of two approximate inference algorithms that could be used by the brain. One is a variational algorithm (which builds on the work of Beck.