Many issues of global importance reveal an urgent need for a new generation trained to understand the mathematics of complex systems. This... Læs mere
Assuming only an undergraduate-level background in mathematics, this book explains the power of... Læs mere
The book presents a detailed mathematical introduction to the main classes of Markov processes together with... Læs mere
This book is devoted to the theoretical aspects and computational implementation of the generalized stochastic perturbation... Læs mere
A breakthrough approach to the theory and applications of stochastic integration The theory of stochastic integration has... Læs mere
An exploration of random fields. The authors use an approach that firstly constructs innovation, which is the most elemental stochastic process with a basic and simple way of dependence, and then they express the given field as a function of the innovation.
Stochastic analysis has been profoundly developed as a vital fundamental research area... Læs mere
This volume covers the area of statistical physics - in particular statistical thermodynamics and stochastic theory of nonlinear systems far from equilibrium. Topics covered include: structures in excitable systems; reaction-diffusion systems, and nucleation phenomena in gases.
The new edition of Fundamentals of Computational Neuroscience build on the success and strengths of the first edition. Completely redesigned and revised, it introduces the theoretical foundations of neuroscience with a focus on the nature of information processing in the brain.
In chapter 1, the basic assumptions of the random vibration theory are emphasized. However, in order to make this textbook self-contained, short reviews of the most... Læs mere