TY - BOOK AU - Bachar,Mostafa AU - Batzel,Jerry J. AU - Ditlevsen,Susanne TI - Stochastic biomathematical models: with applications to neuronal modeling T2 - Lecture notes in mathematics. Mathematical biosciences subseries, SN - 9783642321566 (alk. paper) AV - QP363 .S785 2013 U1 - 612.81046015118 23 PY - 2013/// CY - Heidelberg PB - Springer KW - Neurons KW - Mathematical models KW - Stochastic models KW - Computational neuroscience KW - Models, Neurological KW - Stochastic Processes N1 - Includes bibliographical references and index; 1. Introduction to stochastic models in biology -- 2. One-dimensional homogeneous diffusions -- 3. A brief introduction to large deviations theory -- 4. Some numerical methods for rare events simulation and analysis -- 5. Stochastic Integrate and Fire models: a review on mathematical methods and their applications -- 6. Stochastic partial differential equations in Neurobiology: linear and nonlinear models for spiking neurons -- 7. Deterministic and stochastic FitzHugh-Nagumo systems -- 8. Stochastic modeling of spreading cortical depression UR - http://dx.doi.org/10.1007/978-3-642-32157-3 ER -