If your depression is severe enough and you were diagnosed with it by a doctor you might be able to get SSI but you'd have to have a lawyer to be able to get the SSI payments.
The lawyer and yourself would have to take the case to court and prove your depression as a disability in court before you might get SSI payments for your severe depression.
There's no guarantee you'll get SSI though.