The present invention relates to sustained release oral stable pharmaceutical compositions comprising active Lacosamide, optionally with one or more pharmaceutically acceptable excipient(s), wherein the said composition is devoid of any rate controlling polymer. The present invention also provides process for the preparation of such compositions.