Lecture 6: Single neuron models - Courses
Lesson. Title. 1. Introduction. 2. Structure and Function of the NS. 3. Windows to the Brain ... Understand the different levels of single neuron modeling. Simulate ...
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SPIKING NEURON MODELS
Single Neurons, Populations, Plasticity ... 1. 1.1.1 The ideal spiking neuron. 2. 1.1 .2 Spike trains. 3. 1.1.3 Synapses. 4 ... Part one: Single neuron models. 29.
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Realistic single-neuron modeling
or neurons that lack dendrites .2 Such models are best understood in terms of a parallel conductance circuit (Figure 1). The capacitor represents the electrical ...
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Single neuron models The neuron - Mathematical Neuroscience
Models that describe the membrane potential of a neuron by a single variable .... The basic circuit elements are 1) the phospholipid bilayer, which is analogous.
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Single neuron dynamics and computation - Laboratoire de Physique
1,*. , Vincent Hakim. 2 and Magnus JE Richardson. 3. At the single neuron level, information ... neuron models to LNPs has been developed ([54 ] — see.
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CSE 528 Lecture 5: Modeling Single Neurons The Problem
Single Neuron Models. 1. Just the bare essentials: Connectionist Model. 2. Modeling membranes: The RC model. 3. Keeping it simple: 1-Compartment Model. 4.
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The quantitative single-neuron modeling competition - Springer
design single neuron models that can quantitatively capture the activity of real neurons. .... 1 Challenge A 2007. a A cortical pyramidal neuron was stimulated by ...
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Single Neuron Models: Interneurons - Springer
detailed, single cell mathematical models of them. By detailed ..... 1 Multi- compartment model of a hippocampal CA1 basket cell interneuron and properties.
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What Can a Single Neuron Compute?
Classical neural network models approximate neurons as devices that sum their ... rates are'" 10 sec-1, the input words can be compressed by a factor of ten.
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Exploring Parameter Space in Detailed Single Neuron Models
... efforts to model single neurons (De Schutter and Bower 199 1; Segev et al. ... The models described here are all in the class of single neuron models in which ...
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Single neuron models 5 - Biophysical models: The Hodgkin-Huxley
... be described by a First order kinetics. First order kinetics: K+-current dn dt. = αn (Vm)(1 − n) − βn(Vm)n. (1). K.N. Gurney. PSY6304: Single neuron models 5 ...
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Efficient Estimation of Detailed Single-Neuron Models - Journal of
Apr 19, 2006 ... Quentin J. M. Huys,1,* Misha B. Ahrens,1,* and Liam Paninski2. 1Gatsby ... detailed compartmental models of single neurons, circumvent-.
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Supporting Text: Detailed Description of Single Neuron Models
We used Hodgkin-Huxley-type conductance-based models for single pyramidal ... The capacitance Cm = 1 µF/cm2, IL = gL(V − VL) with gL = 0.05 mS/cm2 and.
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Point Process Models of Single-Neuron Discharges - Rice University
Jul 17, 2000 ... Point Process Models. 2. 1. Introduction. The generic neuron expresses three anatomical features: the dendrites those portions of the neu-.
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Single—Neuron Modeling of LSO Unit Responses - Rice DSP
Single—Neuron Modeling of LSO Unit Responses. MIRIAM ZACKSENHOUSE,1 DON H. JOHNSON,' JEROME WILLIAMS,1 AND CHIYEKO TSUCHITANI2.
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Estimation of single-neuron model parameters - Medical School
Dec 18, 2004 ... Keywords: Parameter estimation; Action potentials; Central pattern generator; Aplysia; Electrophysiology. 1. Introduction. Models of neurons ...
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Simple model of spiking neurons - Izhikevich
for a single neuron must be: 1) computationally simple, yet 2) capable ... neurons. In this paper, a simple spiking model (1), (2) is presented that is as biologically ...
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The most famous single-neuron model: Hodgkin and Huxley lecture
Oct 13, 2011 ... Page 1. The most famous single-neuron model: Hodgkin and Huxley lecture by Susanne Schreiber, tutorial by ... The Hodgkin-Huxley Model ...
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FACETS Mathematical aspects of single neuron models
We first provide an introduction to the various models of neurons that have been studied, in particular within the FACETS project, in chapter 1. The subthreshold ...
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A Biometrics Invited Paper. Stochastic Models for Single Neuron
STOCHASTIC MODELS FOR SINGLE NEURON FIRING TRAINS: A ... The aims of this paper are threefold: (1) to survey an extensive yet disparate literature.
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