Computational Systems Neurobiology

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Le Novère, N. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Dordrecht : Springer Netherlands : Imprint: Springer, 2012.
• Θέματα: Medicine.; Neurosciences.; Bioinformatics.; Biomedicine.

Computational neurosciences and systems biology are among the main domains of life science research where mathematical modeling made a difference. This book introduces the many different types of computational studies one can develop to study neuronal systems. It is aimed at undergraduate students s...

Πίνακας περιεχομένων:

• Foreword, Nicolas Le Novère
• 1 Functional genomics and molecular networks Gene expression regulations in complex diseases: Down syndrome as a case study, Marie-Claude Potier, Isabelle Rivals
• 2 Reconstructing Models from Proteomics Data, Lysimachos Zografos, Andrew J Pocklington, J Douglas Armstrong
• 3 Using chemical kinetics to model neuronal signalling pathways, Lukas Endler, Melanie I Stefan, Stuart J Edelstein, Nicolas Le Novère
• 4 Breakdown of mass-action laws in biochemical computation, Fidel Santamaria, Gabriela Antunes, Erik De Schutter
• 5 Spatial Organization and Diffusion in Neuronal Signaling, Sherry-Ann Brown, Raquell M. Holmes, and Leslie M. Loew
• 6 The Performance (and Limits) of Simple Neuron Models: Generalizations of the Leaky Integrate-and-Fire Model, Richard Naud, Wulfram Gerstner
• 7 Multi-compartmental models of neurons, Upinder S. Bhalla
• 8 Noise in neurons and other constraints, A. Aldo Faisal
• 9 Methodological issues in modelling at multiple levels of description, Kevin Gurney, Mark Humphries
• 10 Virtues, pitfalls, and methodology of neuronal network modeling and simulations on supercomputers, Anders Lansner, Markus Diesmann
• 11 Co-operative populations of neurons: Mean field models of mesoscopic brain activity, David T.J. Liley, Brett L. Foster, Ingo Bojak
• 12 Cellular spacing: analysis and modelling of retinal mosaics, Stephen J. Eglen
• 13Measuring and Modeling Morphology: How Dendrites Take Shape, Todd A. Gillette, Giorgio A. Ascoli
• 14 Axonal growth and targeting, Duncan Mortimer, Hugh D. Simpson, Geoffrey J. Goodhill
• 15 Encoding neuronal models in SBML, Sarah M. Keating, Nicolas Le Novère
• 16 NeuroML, Padraig Gleeson, Volker Steuber, R. Angus Silver, Sharon Crook
• 17 XPPAUT, Bard Ermentrout
• 18: NEST by example: an introduction to the neural simulation tool NEST, Marc-Oliver Gewaltig and Abigail Morrison, Hans Ekkehard Plesser
• Index.