An Introduction to Modeling Neuronal Dynamics / (Record no. 1923)

MARC details
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001 - CONTROL NUMBER
control field 21820986
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005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260504145629.0
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fixed length control field 170417s2017 gw |||| o |||| 0|eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2019766691
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319845852
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-319-51171-9
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number 21820986
035 ## - SYSTEM CONTROL NUMBER
System control number (DE-He213)978-3-319-51171-9
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions pn
-- rda
Transcribing agency DLC
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT003000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code PBWH
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code PBWH
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519
Item number BOR
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Börgers, Christoph,
Relator term author.
9 (RLIN) 3808
245 13 - TITLE STATEMENT
Title An Introduction to Modeling Neuronal Dynamics /
Statement of responsibility, etc. by Christoph Börgers.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham, Switzerland :
Name of producer, publisher, distributor, manufacturer Springer International Publishing :
-- Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2017.
300 ## - PHYSICAL DESCRIPTION
Extent xiii,457p.
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement Texts in Applied Mathematics,
International Standard Serial Number 0939-2475 ;
Volume/sequential designation 66
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Vocabulary and Notation -- Modeling a Single Neuron -- The Nernst Equilibrium -- The Classical Hodgkin-Huxley ODEs -- Numerical Solution of the Hodgkin-Huxley ODEs -- Three Simple Models of Neurons in Rodent Brains -- The Classical Hodgkin-Huxley PDEs -- Linear Integrate-and-fire (LIF) Neurons -- Quadratic Integrate-and-fire (QIF) and Theta Neurons -- Spike Frequency Adaptation -- Dynamics of Single Neuron Models -- The Slow-fast Phase Plane -- Saddle-node Collisions -- Model Neurons of Bifurcation Type 1 -- Hopf Bifurcations -- Model Neurons of Bifurcation Type 2 -- Canard Explosions -- Model Neurons of Bifurcation Type 3 -- Frequency-current Curves -- Bistability Resulting from Rebound Firing -- Bursting -- Modeling Nuronal Communication -- Chemical Synapses -- Gap Junctions -- A Wilson-Cowan Model of an Oscillatory E-I Network -- Entertainment, Synchronization, and Oscillations -- Entertainment by Excitatory Input Pulses -- Synchronization by Fast Recurrent Excitation -- Phase Response Curves (PRCs) -- Synchronization of Two Pulse-coupled Oscillators -- Oscillators Coupled by Delayed Pulses -- Weakly Coupled Oscillators -- Approximate Synchronization by a Single Inhibitory Pulse -- The PING Model of Gamma Rhythms -- ING Rhythms -- Weak PING Rhythms -- Beta Rhythms -- Nested Gamma-theta Rhythms -- Functional Significance of Synchrony and Oscillations -- Rhythmic vs. Tonic Inhibition -- Rhythmic vs. Tonic Excitation -- Gamma Rhythms and Cell Assemblies -- Gamma Rhythms and Communication -- Synaptic Plasticity -- Short-term Depression and Facilitation -- Spike Timing-dependent Plasticity (STDP) -- Appendices -- A. The Bisection Method -- Fixed Point Iteration -- Elementary Probability Theory -- Smooth Approximations of Non-smooth Functions -- Solutions to Selected Homework Problems.
520 ## - SUMMARY, ETC.
Summary, etc. This book is intended as a text for a one-semester course on Mathematical and Computational Neuroscience for upper-level undergraduate and beginning graduate students of mathematics, the natural sciences, engineering, or computer science. An undergraduate introduction to differential equations is more than enough mathematical background. Only a slim, high school-level background in physics is assumed, and none in biology. Topics include models of individual nerve cells and their dynamics, models of networks of neurons coupled by synapses and gap junctions, origins and functions of population rhythms in neuronal networks, and models of synaptic plasticity. An extensive online collection of Matlab programs generating the figures accompanies the book.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on publisher-supplied MARC data.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Biomathematics.
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Dynamical systems.
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Dynamics.
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Neural networks (Computer science) .
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Neurosciences.
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistical physics.
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Vibration.
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Topical term or geographic name entry element Mathematical Models of Cognitive Processes and Neural Networks.
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Topical term or geographic name entry element Mathematical and Computational Biology.
Authority record control number or standard number https://scigraph.springernature.com/ontologies/product-market-codes/M31000
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Topical term or geographic name entry element Neurosciences.
Authority record control number or standard number https://scigraph.springernature.com/ontologies/product-market-codes/B18006
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650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistical Physics and Dynamical Systems.
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Topical term or geographic name entry element Vibration, Dynamical Systems, Control.
Authority record control number or standard number https://scigraph.springernature.com/ontologies/product-market-codes/T15036
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830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Texts in Applied Mathematics,
International Standard Serial Number 0939-2475 ;
Volume/sequential designation 66
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Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Copy number Cost, replacement price Price effective from Koha item type Public note
    Dewey Decimal Classification   Reference Reference IIT Goa Central Library IIT Goa Central Library Reference 2026-05-04 Today & Tomorrow's Printers and Publishers 5408.00   519 BOR 4679 2026-05-04 1 5408.00 2026-05-04 Reference IN-00015||08-04-2026||33.50%||EUR 49.99