Hippocampus damage and resulting learning deficiencies are very
interesting phenomena. They probably show how important high-level
control of learning is in efficient memorization, particularly in
memorization of regularities that are presented only few times (or
just once, as in the case of episodic memories) and are successfully
memorized by healthy people but not by people with damaged
hippocampus. People with damaged hippocampus are still able to
memorize regularities that pass sufficiently many times through their
perception (which is how low-level subsystems probably learn
normally). They can compensate for regularities that they can
deliberatively recite, like text, but not whole episodic memories.

It shows a limitation of Hebbian learning, of balance between
gathering information about regularity and applying it to reinforce
the regularity, and of importance of high-level mechanism that is able
to compensate for this property. This I think can be a useful
observation for AGI design.


-- 
Vladimir Nesov                            mailto:[EMAIL PROTECTED]

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