Cognitive Modeling Book

This book explores the cognitive modeling of some typical cognitive process like decision making, memory and perception. Cognitive modeling is an attempt to mathematically represent the internal cognitive process that occurs within our minds. I found that this book requires some knowledge of mathematical and statistical concepts, but you can follow it. For me it was interesting to identify how closely are related the machine learning and artificial intelligence algorithms with the cognitive models and how the comparison methods can be used to test the models against empirical results. But more interesting was to find how psychology and mathematics can be mixed to explain our brain process with a provocative new view (Mathematical Psychology). Highly recommended for people who are interested in cognitive science.