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BSJ wrote: "The value of this discovery goes beyond understanding how connections are weeded out in a normal, developing brain. The finding could also help explain some neurodegenerative disorders - such as glaucoma, Alzheimer's disease and multiple sclerosis - that result from the loss of too many neuronal connections, which are known as synapses."
Even though I am not a brain researcher I found this very interesting.
Neurodegenerative disorders - such as glaucoma, Alzheimer's disease and multiple sclerosis are unwanted, of course.
But according to an unknown model of the brain (see
http://en.wikipedia.org/wiki/Gaussian_adapation#the-evolution-in-the%20b...)
an algorithm such as Gaussian adaptation may - according to its theory - simultaneously maximize the mean fitness and disorder (entropy, average information) of signal patterns, thus climbing a mental landscape efficiently obeying the Hebbian rule of associative learning. This disorder and average information may be of crucial importance to the success of the process.
My guess is that the immune system will attack neurons which have become inactive because of the adaptation.
Gkm