Because the wet biological environment inside our skulls is (at least at the molecular level) a very turbulent place, any single neuron may die or simply fail to fire at the correct instant. If human cognition depended heavily on the performance of any single neuron, it would be very unreliable. But when many neurons work together in parallel, the “noise” gets canceled out and we’re able to think just fine.
