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 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
