Answer:
Books 1 and 2: The classic neuroscience textbooks
For a textbook similar to the one used in high school biology classes, there are 2 that are generally regarded as the most thorough, and well written. These books are Eric Kandel's Principles of Neural Science*, and Larry Squire's Fundamental Neuroscience.