Neural connections generally follow a rule known to your high school coach: Use it or lose it.

Neurons strengthen synapses that are effective and weaken or remove synapses that stay silent when other synapses are being used.  This process...continues throughout adult life.

   from Welcome to Your Brain by  Aamodt and Wang   2009