the medulla oblongata (also known as the brain stem) controls all the basic bodily functions such as heart beat and breathing, You definatley CANNOT kill yourselve but holding your breath as breathing is achieved without any conscious effort (you may think you control your breathing but you have as much control over that than you do you liver!)
You can stop breathing but as soon as you pass out the medulla oblongata WILL start you breathing again.