Microcognition: Philosophy, Cognitive Science, and Parallel Distributed Processing

"Microcognition" is a wonderful book for anyone wanting to understand and cogitate the most heated issues in AI today. The book is written in 1989, so the most prominent issue is that of connectionism versus classical AI. The book gives very good introduction to both paradigms and provides the rader with lots of background material. The book is basically divided into 2 sections, 1) The Mind's-Eye View and 2) The Brain's-Eye View. The discussion is balanced and insightful, and Clark is a wonderful writer. His conclusion in short is that AI research must continue in both the "Mind's-Eye View" (classical AI) strand and the "Brain's-Eye View" (connectionism) strand for the paradigms have different aims.