I lay down to think, rather than to sleep.

Literal

Sleep [rather-than-というより] think [purpose-ために], lay-down.

~というより = 'rather than X,' a comparative 'X, more than' pattern. ために ('in order to') marks purpose with a noun or nominalized verb. 横になる ('to lie down') literally 'become horizontal.' A thoughtful, reflective sentence.