I have no taxable income but I have capital losses. Can I still deduct $3,000 limit and get a refund?

I have no taxable income. I had money to put into stocks, which I lost good amount of it that exceeds $3,000. Can I still deduct $3,000 as a capital loss and get a refund when I file a tax return?