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The brain could, and likely does, individual neurons do not. Synaptic current only travels in one direction.



This is not entirely correct. There is a lot of evidence that action potentials backpropagate into the dendrites [1]. On a local level, this allows synapses on the dendrites to "be aware" of the activity of the post-synaptic neuron. However, I do not think this accomplishes/implements the ANN backpropagation algorithm (although a few statements and a citation in [1] alludes to this being possible).

[1] http://en.wikipedia.org/wiki/Neural_backpropagation


Yes, that is a very interesting complication to the standard model.




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