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Encyclopedia of computational neuroscience

Author: Dieter Jaeger; Ranu Jung
Publisher: New York, NY : SpringerReference, 2015.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
The annual Computational Neuroscience Meeting (CNS) began in 1990 as a small workshop called Analysis and Modeling of Neural Systems. The goal of the workshop was to explore the boundary between neuroscience and computation. Riding on the success of several seminal papers, physicists had made "Neural Networks" fashionable, and soon the quantitative methods used in these abstract model networks started permeating the  Read more...
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Genre/Form: Electronic books
Encyclopedias
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Dieter Jaeger; Ranu Jung
ISBN: 9781461466758 146146675X 1461466741 9781461466741
OCLC Number: 905962562
Description: 1 online resource (lxiii, 3180 pages) : illustrations (some color)
Contents: Information Theory --
Vestibular System --
Brute Force Methods in Computational Neuroscience --
Low Frequency Oscillations (Anesthesia and Sleep) --
Invertebrate Pattern Generation --
Gamma and Theta Oscillations, Hippocampus --
Cable Theory --
Vertebrate Pattern Generation --
Neural Population Models and Cortical Field Theory --
Basal Ganglia --
Brain Imaging --
Modeling Software Tools --
Model Reproducibility --
Auditory Sensing Systems --
Neuromorphic Engineering --
Ion Channel Types and Modeling --
Compartmental Modeling --
Dynamical Systems --
Biochemical Signaling Pathways and Diffusion --
Modeling of Disease --
Molecular Level --
Peripheral Nerve Interfaces --
Brain Scale Networks --
Brainstem Processing --
Phase Response Curves --
Computational Neuroanatomy --
Multistability in Neurodynamics --
Decision Making --
Invertebrate Sensory Systems --
Synaptic Dynamics --
Deep Brain Stimulation (Models, Theory, Techniques) --
Motor Neuron Models --
Somatosensory System --
Spike Train Analysis --
Spectral Methods in Neural Data Analysis --
Bayesian Approaches in Computational Neuroscience --
Cerebellum --
Databases in Computational Neuroscience --
Dynamics of Disease States --
LFP Analysis --
Brain Machine Interface --
Cortex --
Spinal Interfaces --
Olfaction --
Neuromodulation --
Spinal Cord --
Retinal/Visual Interfaces (Models, Theory, Techniques) --
Learning Rules --
Visual System --
Spiking Network Models and Theory --
Neuromechanics.
Responsibility: Dieter Jaeger, Ranu Jung, editors.
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Abstract:

This encyclopedia offers a comprehensive overview of computational neuroscience. It currently features nearly 1,000 entries in 50 subject areas and is a dynamic, living reference, updatable and  Read more...

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"This is the best single stand alone reference concerning the mathematical and statistical modeling of neural systems and neurobiology. ... The references, diagrams, in color photos, and formulae are Read more...

 
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