I find that if I am reading a numismatic book I remember a minority of the details, but if I am researching a coin I am holding in my hand, then whatever I learn about it tends to stick with me a lot more. Each coin in hand you research will teach you a lot. That is why you need more coins, and you need to spend time with the coins you have.