Index

action potential ,

adaptation ,

afterpotential

alpha function

AMPA receptor ,

analog neuron

arborization function

Arrhenius formula

Arrhenius&Current model

asynchronous firing

asynchronous firing

stability

attractor length

auditory system

autocorrelation function

axon

back propagating action potential

balanced excitation and inhibition , ,

barn owl, auditory system

BCM rule

bifurcation

bifurcation

Hopf

saddle-node

binary neuron

blobs of activity

cable equation

calcium

current ,

dynamics

second messenger

cluster states ,

coding, neuronal

coding, neuronal

correlation code , ,

phase code , , ,

pulse code ,

rate code , , , ,

signal transmission , ,

spike code , , ,

coefficient of variation

coincidence detector ,

coincidence rate

compartmental model

competition

complex cells

conditioning

conductance-based neuron model ,

connectivity

mexican hat ,

sparse random

continuity equation

correlation code ,

correlation function

correlation matrix

correlation

input-output ,

reverse ,

spatio-temporal

spike-spike

cortical map

covariance matrix

covariance rule

delay lines , ,

dendrite ,

dendrite

compartmental model

density equation

density equation

for membrane potential

for phase variable

for refractory variable

diffusion model ,

electric fish

entropy

epsilon kernel

definition

interpretation

escape model

escape model

for population

escape rate

eta kernel

definition

for Hodgkin-Huxley model

interpretation

excitable system

field equation ,

field equation

blob/bump solution

for hypercolumn

for several populations

for spiking neurons

homogeneous solution

firing intensity

firing rate , , ,

firing rate

instantaneous

joint

first passage time

first principal component ,

fish, electric

FitzHugh-Nagumo model ,

FitzHugh-Nagumo model

impulse response

nullclines

fixed point

flow field

flux

across threshold

drift

jump

refractory

Fokker-Planck equation , ,

frozen noise

gain function

gain function

and population activity

of Hodkgin-Huxley model

of integrate-and-fire model

noise-free

with noise

of neocortical neuron model

type I

type II

gating variable

Green's function

hazard

hazard model

Hebb's postulate

Hodgkin-Huxley model

Hodgkin-Huxley model

eta kernel

gain function

kappa kernel

reduction to SRM

reduction to two dimensions

Hopf bifurcation

Hopf bifurcation

subcritical

supercritical

hypercolumn

impulse response

impulse response

FitzHugh-Nagumo model

inferior olive

information theory

inhibition

shunting

inhibitory rebound , ,

integrate-and-fire model

integrate-and-fire model

gain function

leaky

multi-compartment

multi-compartment

relation to SRM

relation to SRM₀

noisy

nonlinear ,

quadratic

relation to detailed model

relation to SRM

two-compartment

interneuron model

reduction to nonlinear i&f

reduction to SRM

interval distribution

interval distribution

input-dependent

for escape rate models

for inhomogeneous Poisson process

for periodic input

interspike

ion channel ,

ion channel

A-current

potassium

sodium

ion current

calcium

kappa kernel

definition

for Hodgkin-Huxley model

interpretation

Kramers-Moyal expansion

Langevin equation ,

lateral geniculate nucleus (LGN)

learning equation

learning rule

Oja's

learning window ,

limit cycle ,

locking

locking

noise-free

theorem ,

with noise

long-term potentiation|seeLTP

low-connectivity network

LTP

LTP

heterosynaptic

homosynaptic

Markov Process

master equation

McCulloch-Pitts neuron

mean field dynamics

membrane potential

membrane potential

density , ,

stationary distribution

Morris-Lecar model ,

Nernst potential

neuron

neuron

bursting

postsynaptic

presynaptic

neurotransmitter

NMDA receptor , ,

NMDA receptor

coincidence detector

noise

noise model

diffusive noise

noisy integration

noisy reset

noisy threshold

random connectivity

stochastic spike arrival

noise spectrum

noise

channel

escape

Gaussian white

Johnson

slow

synaptic ,

thermal

nullclines

Oja's rule

orientation selectivity

orientation selectivity

map

orientation selectivity, model of

Ornstein-Uhlenbeck process ,

oscillation

oscillation

as an instability

cluster states ,

of spatial network

synchronous irregular

synchronous locked

owl

pairing experiment

phase code ,

phase plane analysis

phase portrait

place cells

point process

Poisson neuron

Poisson neuron

linear

with absolute refractoriness ,

Poisson process

Poisson process

homogeneous

inhomogeneous , ,

population

population activity

population activity

as a flux

asynchronous firing

blobs/bumps of

continuum model

definition ,

density equation

field equation ,

integral equation

linearized equation ,

noise-free equation

oscillations

transients

Wilson-Cowan equation , ,

population vector

population

coupled ,

fully connected

homogeneous

inhomogeneous

rate model

postsynaptic potential ,

postsynaptic potential

excitatory

inhibtory

power spectrum

prediction

primary visual cortex (V1)

principal component analysis

principal components

PSTH, peri-stimulus time histogram ,

pulse code, see coding

quasi steady state

random connectivity

random walk

rate ,

rate code ,

rate

mean firing rate ,

population activity

spike density

rebound, inhibitory , ,

receptive field

receptive field

development

receptive fields

asymmetric

center-surround

reconstruction kernel

refractoriness

refractory density

refractory period

refractory period

absolute

Hodgkin-Huxley model ,

renewal

hypothesis

process

response kernel

reverberating loop

reversal potential ,

reverse correlation ,

saddle point

self-averaging

separation of time scales

sequences

short-term memory

signal transmission , , ,

signal-to-noise ratio , ,

simple cells

soma

sparse network

spike packets

spike response model

spike response model

definition

motoneuron model

relation to Hodkgin-Huxley model

relation to integrate-and-fire

simplified model SRM₀

spike train

spike train

irregular

spiking neuron model

spiking neuron model

SRM₀ ,

spontaneous activity ,

stability

stability-plasticity dilemma

stable manifold

static-pattern scenario

with analog neurons

with spiking neurons

Stein's model

stimulation

sub-/superthreshold

stochastic differential equation

stochastic intensity

stochastic process

doubly stochastic

stochastic rate model

stochastic resonance

survivor function

synapse , ,

synapse

AMPA

excitatory

inhibitory

NMDA ,

postsynaptic neuron ,

postsynaptic potential

presynaptic neuron ,

synaptic plasticity

anti-Hebbian ,

associativity

competition

consolidation of synaptic weights

cooperativity ,

Hebbian

locality

non-Hebbian ,

spike-time dependent ,

synaptic transmission failure

synaptic weights

competition

distribution

evolution of

hard bounds

long-term behavior

multiplicative normalization

normalization

soft bounds

subtractive normalization

synaptic

transmission failures

synchrony , ,

synfire chain ,

threshold

threshold

of Hodgkin-Huxley model ,

of type I models

of type II models

transfer function

transfer function

with diffusive noise

with escape noise

with slow noise

transient response

transient response

noise-free

with noise

transinformation

type I/II model

type I/II model

bifurcations

onset of oscillations

stable manifold

threshold

Volterra series

waves

in rate model

in spiking model

of spike packets ,

Wiener-Khinchin Theorem

Wilson-Cowan model ,

Wilson-Cowan model

differential equation ,

field equation ,

integral equation , ,

working memory