Working from home tax deductions

Hello,

Through my company, I have the opportunity to work from home from anywhere is the US.

Is it possible for me to get a tax deduction on expenses for my work set-up? if so, are there any conditions that must be met or does my company have to be notified of my intention to claim a deduction on my taxes?