with applications to neuronal modeling Bachar, Mostafa. Batzel, Jerry J. Ditlevsen, Susanne. text bibliography conference publication gw Heidelberg Springer c2013 2013 monographic eng

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xvi, 206 p. : ill. ; 24 cm. 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. Mostafa Bachar, Jerry Batzel, Susanne Ditlevsen, editors. Includes bibliographical references and index. Neurons Mathematical models Stochastic models Computational neuroscience Neurons Models, Neurological Stochastic Processes QP363 .S785 2013 612.81046015118 STB 2012 J-325 WL 102.5 Heidelberg ; New York : Springer, c2013 (OCoLC)819508537 Mathematical biosciences subseries 9783642321566 (alk. paper) 3642321569 (alk. paper) 2012949578 http://dx.doi.org/10.1007/978-3-642-32157-3 http://dx.doi.org/10.1007/978-3-642-32157-3 NLM 120917 20150408114203.0 17465014 eng