Many neuroscientists characterize learning in the brain as a process of rewiring, with the strength of the synaptic connections between neurons being altered over time.
Via Kenneth Mikkelsen
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Most neuroscientists accept that the brain computes by modifying its synapses, the links between neurons. On this view, the brain learns because experience molds it, rather than because experience implants facts. But experience does implant facts. We all know this, because we retrieve and make use of them throughout the day.