OK, but in general terms, that's what DL is doing anyway. You want to the same thing without its flaws, but how? You know what I think, these flaws are produced by coarse statistical operations of ANN, & the solution is to start with fine-grain one-to-one cross-comparison.
On Sun, May 10, 2015 at 12:33 PM, Ben Goertzel <[email protected]> wrote: > > > On Sat, May 9, 2015 at 9:45 PM, Boris Kazachenko <[email protected]> > wrote: > >> Ben, >> >> a) Episodic memory requires transition from hierarchical to sequential >> processing, which is problematic for ANN. Conventional solution is to model >> dendrites: they do all the heavy sequential processing, while neuron itself >> is more like networking node. Jeff Hawkins does that. >> In my model, this dilemma does not exist: every level of a hierarchy is >> already a sequence: www.cognitivealgorithm.info >> >> b) Your solution to pathologies is basically supervision, by some image >> grammar. It's a hack, general intelligence must be able to learn without >> supervision. I think real solution is in proper node design. >> > > > No, my suggested solution is NOT supervision by an image grammar. Rather, > my preferred approach involves creation of unsupervised learning algorithms > that implicitly form image grammar type structures within their networks. > Sorry if my write-up was not clear on that point. I agree that most > learning in an AGI must occur without supervision, though supervision can > also play a supporting role > > -- Ben > *AGI* | Archives <https://www.listbox.com/member/archive/303/=now> > <https://www.listbox.com/member/archive/rss/303/18407320-d9907b69> | > Modify > <https://www.listbox.com/member/?&;> > Your Subscription <http://www.listbox.com> > ------------------------------------------- AGI Archives: https://www.listbox.com/member/archive/303/=now RSS Feed: https://www.listbox.com/member/archive/rss/303/21088071-f452e424 Modify Your Subscription: https://www.listbox.com/member/?member_id=21088071&id_secret=21088071-58d57657 Powered by Listbox: http://www.listbox.com
