“You cannot do yoga. Yoga is your natural state. What you can do are yoga exercises, which may reveal to you where you are resisting your natural state.” ~ Sharon Gannon
Asanas are known as the physical practice of yoga. Yoga itself is almost entirely a mental practice, the physical practice being a tool used to get deeper.
That being said, a physical practice of yoga is very powerful for the body and mind, as well!