One book I always must recommend is "Shattered Sword" by Pearsall and Tully. It tells the story of the battle of Midway from the Japanese side. It also dispells the many myths surrounding the battle in a very thoughtful and well researched format. That being said, the book reads almost like you are sitting there talking to the authors and they are letting you know their opinions as you are talking. The appendices are almost worth buying the book for, given all of the info contained.
Currently, I am working my way through the "Game of Thrones" series. This is in no way light reading, given the number of characters and subplots running, but it is very vivid and detailed. For fans of high fantasy, it is a good read. If you have seen the HBO series, the books is all of that and more. The series is pretty faithful to the books.