Geller had previously released a statement distancing himself from the current owners, and now insists that he wants to stay involved with the club.
He told the Express & Echo: "I hope there will be a different body stepping in to give order to this. The club needs a fresh start.
"It is my opinion that I believe John Russell and Mike Lewis should leave. This club has been going for 99 years and we have just had the worst year in its history.
"Two total strangers have come into this club and look what has happened.I will work with anyone that will put this club into where it belongs."