It sounds like he truly loves you. Maybe understanding your depression isn't his strong point, but I'm sure he has other qualities to make up for it. Try focussing on his supportive qualities to help you through your depressive states. Have you tried taking him to a therapy session with you? It might give him a different view on the whole topic.