newborn only will sleep if with me, help!!

My 2 week old baby will only sleep if on me or next to me. Every time I try to move him to his bed or anywhere else he wakes up and cries. It sounds crazy cause he is only 2 weeks old but i don't know what to do! Any tips? I don't want to co-sleep cause I'm terrified but he loves to co-sleep. Help!!