this is also interesting, to visualize "how the NN thinks" http://blog.acolyer.org/2016/03/02/graying-the-black-box-understanding-dqns/
On Wed, Mar 30, 2016 at 10:38 PM, Ben <ben_computer...@hemio.de> wrote: > It would be very interesting to see what these go playing neural networks > dream about [1]. Admittedly it does not explain any specific moves the AI > does - but it might show some interesting patterns that are encoded in the > NN and might even give some insight into "how the NN thinks". > > Put differently: select a single neuron and find a board pattern such that > the excitation of this neuron is maximal. With some luck you might be able > to give meaning to this individual neuron or to single layers of the > network (like how the first layers in pattern recognition basically detect > edges). > > > ~ Ben > > [1] > http://googleresearch.blogspot.de/2015/06/inceptionism-going-deeper-into-neural.html > > > Am 30.03.2016 22:23, schrieb Jim O'Flaherty: > >> I agree, "cannot" is too strong. But, values close enough to >> "extremely difficult as to be unlikely" is why I used it. >> >> On Mar 30, 2016 11:12 AM, "Robert Jasiek" <jas...@snafu.de> wrote: >> >> On 30.03.2016 16:58, Jim O'Flaherty wrote: >>> >>> My own study says that we cannot top down include "English >>>> explanations" of >>>> how the ANNs (Artificial Neural Networks, of which DCNN is just >>>> one type) >>>> arrive a conclusions. >>>> >>> >>> "cannot" is a strong word. I would use it only if it were proven >>> mathematically. >>> >>> -- >>> robert jasiek >>> _______________________________________________ >>> Computer-go mailing list >>> Computer-go@computer-go.org >>> http://computer-go.org/mailman/listinfo/computer-go >>> >> >> _______________________________________________ >> Computer-go mailing list >> Computer-go@computer-go.org >> http://computer-go.org/mailman/listinfo/computer-go >> > _______________________________________________ > Computer-go mailing list > Computer-go@computer-go.org > http://computer-go.org/mailman/listinfo/computer-go >
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