"Your Memory: How it works and how to improve it" by Higbee is an excellent book on memory. It dispels some common memory myths, clarifies concepts (e.g. short vs long term memory), teaches general principles on how to remember information (meaningfulness, organisation, association, visualization, etc.), as well as specific memory techniques (method of loci, peg mnemonic, first letter mnemonic, etc.).