Connectionism and LOT
Connectionism and LOT
Connectionism and LOT
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2) Fast processing via parallelism<br />
• “100 Step” argument.<br />
Neurons change state very slowly compared with computer<br />
computations. Neurons can only process 100 steps a second<br />
(whereas computers can process a million). But the brain can<br />
solve many complex problems in less than 1 second, e.g.<br />
face recognition ⇒ for these, it can use maximally 100 steps.<br />
• Conventional computer programs do mostly serial processing<br />
<strong>and</strong> usually require considerably more than 100 processing<br />
steps for problems where brains need less than a second.<br />
So, such computers cannot provide a good model of cognition.<br />
• Connectionist computations are done by parallel processing,<br />
thus much more can be achieved in 100 steps.<br />
Cf.: http://www.ucs.louisiana.edu/~isb9112/dept/phil341/myths/myths.html