Yes, you will need to treat yourself as an employee of your corporation and pay quarterly payroll taxes by filing Form 941 and annual Form 940 with the IRS.
You can find how to do that here:
E-File Employment Tax Forms
You also can find lots of useful information here:
How to Pay Employer Federal Taxes
