I don't keep around many items from my collection of my mid-90s AI books, but for some reason Kanerva's Sparse Distributed Memory book always managed to make the cut whenever I go in to cull things. There is something about the idea that seems appealing and I keep waiting for some excuse to see if any of the ideas can be melded with more recent approaches to NN memory...