I was researching more today. I figure out the way to enable both Change Log and Memo to non conformance entry. This may hold for other forms too.
In Application Studio, modify landing page and visit the property of it. We had all the options available for change log and memo per image bellow.
When I uncheck the Disable call log checkbox, i am able to see in the preview as per image hereunder.
