Since our company is no longer in active business, I have lost touch with the other directors and shareholders can I go ahead and close the company without their signatures?

No, even if you are one of the directors or shareholders you still need the approval of other directors and shareholders before closing a company. Only after passing a board resolution it is possible to close a company.