"Simon is a good young player and a great prospect," Cobblers boss Stuart Gray told the club's official website.
"He is a striker and I am very grateful to Reading for letting him come out on loan to us.
"I've seen him play a lot for Reading's reserves and hopefully he will have as big an impact here as (fellow Reading loanee) Alex Pearce has had."