Open in TheBrain

McClelland89 PDP Implications

<p>Nov 24, 2009 9:50 PM

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Connectionist term was introduced by Julian Feldman.

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Units and connections.

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12 &#160;Non-linearities are necessary cuz &#160;1) &#160;to prevent explosive growth dur to positive feedback loops

unless wts are constrained &#160;2) needed to augment learning power over that offered by a single layer.

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See logistic function in Fig 2.3 &#160;ranges from 0 to 1 (y axis).&#160;

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20 &#160;The Learning principle

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&#160;&#160;<b>&#160;&#160;Adjust the parameters of the mind such that the adjustment will reduce the discrpancy btwn the</b>

<b>expected and the observed.</b>

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d</p>

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