eBook - PDF
Modeling in the Neurosciences
From Biological Systems to Neuromimetic Robotics
- 736 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Modeling in the Neurosciences
From Biological Systems to Neuromimetic Robotics
About this book
Computational models of neural networks have proven insufficient to accurately model brain function, mainly as a result of simplifications that ignore the physical reality of neuronal structure in favor of mathematically tractable algorithms and rules. Even the more biologically based "integrate and fire" and "compartmental" styles of modeling suff
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Yes, you can access Modeling in the Neurosciences by G. N. Reeke, R.R. Poznanski, K. A. Lindsay, J.R. Rosenberg, O. Sporns in PDF and/or ePUB format, as well as other popular books in Mathematics & Applied Mathematics. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Front cover
- Contents
- Preface to the Second Edition
- Contributors
- Foreword
- About the Editors
- 1 Introduction to Modeling in the Neurosciences
- 2 Patterns of Genetic Interactions: Analysis of mRNA Levels from cDNA Microarrays
- 3 Calcium Signaling in Dendritic Spines
- 4 Physiological and Statistical Approaches to Modeling of Synaptic Responses
- 5 Natural Variability in the Geometry of Dendritic Branching Patterns
- 6 Multicylinder Models for Synaptic and Gap-Junctional Integration
- 7 Voltage Transients in Branching Multipolar Neurons with Tapering Dendrites and Sodium Channels
- 8 Analytical Solutions of the FrankenhaeuserâHuxley Equations Modified for Dendritic Backpropagation of a Single SodiumSpike
- 9 Inverse Problems for Some Cable Models of Dendrites
- 10 Equivalent Cables â Analysis and Construction
- 11 The Representation of Three-Dimensional Dendritic Structure by a One-Dimensional Model â The Conventional Cable Equation as the First Member of a Hierarchy of Equations
- 12 Simulation Analyses of Retinal Cell Responses
- 13 Modeling Intracellular Calcium: Diffusion, Dynamics, and Domains
- 14 Ephaptic Interactions Between Neurons
- 15 Cortical Pyramidal Cells
- 16 Semi-Quantitative Theory of Bistable Dendrites with Potential-Dependent Facilitation of Inward Current
- 17 Bifurcation Analysis of the HodgkinâHuxley Equations
- 18 Highly Efficient Propagation of Random Impulse Trains Across Unmyelinated Axonal Branch Points:Modifications by Periaxonal K+ Accumulation and Sodium Channel Kinetics
- 19 Dendritic Integration in a Two-Neuron Recurrent Excitatory Network Model
- 20 Spike-Train Analysis for Neural Systems
- 21 The Poetics of Tremor
- 22 Principles and Methods in the Analysis of Brain Networks
- 23 The Darwin Brain-Based Automata: Synthetic Neural Models and Real-World Devices
- 24 Toward Neural Robotics: From Synthetic Models to Neuromimetic Implementations
- Bibliography
- Index
- Back cover