As your brain burns fuel, such as sugar and oxygen, some by-products accumulate, just as soot gradually accumulates in a furnace. The burning is called oxidation; the by-products are particles called free radicals, a form of oxygen altered so that it always wants to combine with substances in the membranes of nerve cells.