You can remember the meaning of 回想 with this easy mnemonic:
Childhood memories are hard to recall although with the help of a hypnotizer a man returned (回) to the past in his mind and thought (想) to find out who bullied him in the past.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.