The network
You have to decide how many experts to use
and how complicated each expert should be.
You also have to decide how complicated the
gating network should be.
In addition to training the whole system as
described in the last part of the 1991 paper, you
should experiment with “speciation” (see next
slide) and see if you can make it work better
than a “standard” mixture of experts.