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update text based on review
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models/aeif_cond_alpha.h

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@@ -107,11 +107,10 @@ For the reference implementation of this model, see
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
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Brette & Gerstner [1]_.
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This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
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which can lead to exploding spike numbers and extreme slow-down of simulations.
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Brette & Gerstner [1]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
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time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
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We recommend users set ``t_ref > 0``.
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To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters
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models/aeif_cond_alpha_astro.h

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@@ -114,11 +114,10 @@ model, see the
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
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Brette & Gerstner [1]_.
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This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
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which can lead to exploding spike numbers and extreme slow-down of simulations.
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Brette & Gerstner [1]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
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time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
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We recommend users set ``t_ref > 0``.
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To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters
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models/aeif_cond_alpha_multisynapse.h

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Original file line numberDiff line numberDiff line change
@@ -99,11 +99,10 @@ For implementation details see the
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
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Brette & Gerstner [1]_.
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This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
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which can lead to exploding spike numbers and extreme slow-down of simulations.
102+
Brette & Gerstner [1]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
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time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
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We recommend users set ``t_ref > 0``.
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To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters
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++++++++++

models/aeif_cond_beta_multisynapse.h

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Original file line numberDiff line numberDiff line change
@@ -116,11 +116,10 @@ For implementation details see the
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
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Brette & Gerstner [1]_.
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This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
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which can lead to exploding spike numbers and extreme slow-down of simulations.
119+
Brette & Gerstner [1]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
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time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
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We recommend users set ``t_ref > 0``.
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To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters
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++++++++++

models/aeif_cond_exp.h

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Original file line numberDiff line numberDiff line change
@@ -109,11 +109,10 @@ For implementation details see the
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
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Brette & Gerstner [1]_.
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This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
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which can lead to exploding spike numbers and extreme slow-down of simulations.
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Brette & Gerstner [1]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
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time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
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We recommend users set ``t_ref > 0``.
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To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters:

models/aeif_psc_alpha.h

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Original file line numberDiff line numberDiff line change
@@ -98,11 +98,10 @@ For implementation details see the
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
101-
Brette & Gerstner [1]_.
102-
This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
103-
which can lead to exploding spike numbers and extreme slow-down of simulations.
101+
Brette & Gerstner [1]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
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time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
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We recommend users set ``t_ref > 0``.
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To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters
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++++++++++

models/aeif_psc_delta.h

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Original file line numberDiff line numberDiff line change
@@ -100,11 +100,10 @@ For implementation details see the
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
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Brette & Gerstner [1]_.
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This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
105-
which can lead to exploding spike numbers and extreme slow-down of simulations.
103+
Brette & Gerstner [1]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
104+
time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
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We recommend users set ``t_ref > 0``.
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To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters
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++++++++++

models/aeif_psc_delta_clopath.h

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@@ -96,11 +96,10 @@ See also [2]_.
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
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Brette & Gerstner [4]_.
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This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
101-
which can lead to exploding spike numbers and extreme slow-down of simulations.
99+
Brette & Gerstner [4]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
100+
time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
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We recommend users set ``t_ref > 0``.
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To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters
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++++++++++

models/aeif_psc_exp.h

Lines changed: 3 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -98,11 +98,10 @@ For implementation details see the
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.. note::
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The default refractory period for ``aeif`` models is zero, consistent with the model definition in
101-
Brette & Gerstner [1]_.
102-
This means if the refractory period is zero, the ``aeif`` neurons can fire multiple spikes in a single time step,
103-
which can lead to exploding spike numbers and extreme slow-down of simulations.
101+
Brette & Gerstner [1]_. Thus, an ``aeif`` neuron with default parameters can fire multiple spikes in a single
102+
time step, which can lead to exploding spike numbers and extreme slow-down of simulations.
104103
105-
We recommend users set ``t_ref > 0``.
104+
To avoid such unphysiological behavior, you should set a refractory time ``t_ref > 0``.
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Parameters
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++++++++++

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