Yep.

There's actually a literature on the subject. The simplest probably best short one is called 8 lectures on Yoga, by Aleister Crowley.

Its pretty awesome and gives great intro for a western mind. There's also Raja Yoga by swami Vivekananda. Both great works that direct you further,while giving simple (explanations that is ;) ) techniques right there and then.