Theory of neural information processing systems (Hardcover)

Hardcover. Theory of Neural Information Processing Systems provides an explicit, coherent, and up-to-date account of the modern theory of neural information processing systems. It has been carefully developed for graduate students from any quantitative dsicipline, including mathematics, computer science, physics, engineering or biology, and has been thoroughly class-tested by the authors over a period of some 8 years. Exercises are presented throughout the text and notes onhistorical background and further reading guide the student into the literature. All mathematical details are included and appendices provide further background material, including probability theory,linear algebra and stochastic processes, making this textbook accessible to a wide audience. Provides an account of the modern theory of neural information processing systems. This book includes mathematical details and appendices provide further background material, including probability theory, linear algebra and stochastic processes. It is intended for graduate students from quantitative disciplines. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…