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jamestc | 13 years ago
>It may seem paradoxical that a deterministic phenomenon is inherently unpredictable, but in systems that exhibit chaotic behavior, small uncertainties are amplified over time by the nonlinear interaction of a few elements. The upshot is that behavior that is predictable in the short run becomes intrinsically unpredictable in the long term. As a result, physiologists cannot make strict causal inferences from the level of individual neurons to that of neural mass actions, nor from the level of receptor activity to internal dynamics. The causal connection between past and future is cut.
http://sulcus.berkeley.edu/freemanwww/manuscripts/IC13/90.ht...
Tichy|13 years ago
Perhaps the randomness is even necessary because otherwise some situations could never be resolved (like the classic who should go first to go through a door - after you - no, after you...).
Filligree|13 years ago
Well yes, the brain is demonstrably chaotic.
Why does this matter? If you run a simulation of the brain, you'll soon get different output than the original would output, but does that mean the simulation isn't working?
It'll still be intelligent behaviour, even if it isn't the exact same behaviour. It'll still be the same person; if such behavioural differences mattered, then turning up the temperature slightly would make you a different person. Thermal noise bubbles up to the macroscopic level all the time.