How can you differentiate depression from early-onset Alzheimer’s or dementia?

Seek professional help. Talk to your GP or family doctor, as there are specific diagnostic tools that could be used to identify and possibly improve the symptoms of depression with cognitive behavioral therapy or with medical treatments like antidepressants (both of which could improve the memory function as well). It’s important to ask for professional advice.