Theory of Neural Information Processing Systems

This interdisciplinary text gives a full, coherent, and up-to-date account of the modern theory of neural information processing systems. Aimed at students with an undergraduate degree in any quantitative discipline it covers all the major theoretical developments from the 1940s to the present day and includes introductions to various mathematical tools as well as multiple exercises on each topic.