If we declare a method with @Remote Action in Apex class we can call that method from the Java script in the visual force page.

By using <apex:actionFunction> tag also we can call the apex class function in the java script. 

What is the difference between these two? In which situation which one have to use. Please give some info for this. Thanks in advance.