This volume is inspired by two great questions: "How does the brain work?" and "How can we build intelligent machines?" It provides no simple, single answer to either question because no single answer, simple or otherwise, exists. However, in hundreds of articles it charts the immense progress made in recent years in answering many related, but far more specific, questions.