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update C++ codebase for handling of feature dependencies [vcs: #minor] #334

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0e6dbcd
throw runtime_error, rm exit(1) in featuretype&calcfeatures
anilbey Oct 20, 2023
5cc3c5e
rename type->input_type
anilbey Oct 20, 2023
2a84582
throw EfelAssertionError to avoid exit(-1)
anilbey Oct 20, 2023
84626df
add test to trigger C++->Python AssertionError
anilbey Oct 20, 2023
954613a
remove featurename.find(";") check
anilbey Oct 20, 2023
e9cbcc8
typo in docstring
anilbey Oct 20, 2023
443e083
add feature's name to the error message
anilbey Oct 20, 2023
f11e36d
Revert "remove featurename.find(";") check"
anilbey Oct 20, 2023
108ca85
remove setversion function
anilbey Oct 20, 2023
71f687d
draft: removing alternative wildcard syntax
anilbey Oct 20, 2023
2ba460d
merge master
anilbey Oct 25, 2023
3748628
remove variable features in LibV5
anilbey Oct 25, 2023
9fa5fa4
remove variable (alias) features in LibV2
anilbey Nov 3, 2023
f07895b
simplify feature pointers representation in cppcore, remove wildcards
anilbey Nov 3, 2023
655cd03
make AddUniqueItem void
anilbey Nov 3, 2023
34cfb4d
remove empty function getDependencyList
anilbey Nov 3, 2023
b8f629a
directly check stream's state after opening the file
anilbey Nov 3, 2023
d91d476
remove dead code in efel and cfeature
anilbey Nov 3, 2023
9172cc7
merge efel into cppcore
anilbey Nov 3, 2023
8ed52a8
add template to getParam
anilbey Nov 6, 2023
786f636
add getFeatures fn to get all dependent features
anilbey Nov 6, 2023
6a80aeb
LibV5.cpp update until time_to_last_spike
anilbey Nov 6, 2023
cf52d1d
libv5 update ISI computations
anilbey Nov 6, 2023
1abfbac
LibV5 remove ISI first, second etc. duplication
anilbey Nov 6, 2023
32eb094
calculateInvISI throw except instead of return 0
anilbey Nov 6, 2023
13c21f6
use getFeatures in depolarized_base
anilbey Nov 6, 2023
9ad88fd
use getFeatures in steady_state_hyper
anilbey Nov 6, 2023
4de7876
depolarized_based consider retVal==0 failure
anilbey Nov 7, 2023
3c86f4e
use getFeatures in LibV2
anilbey Nov 7, 2023
4d36018
use getFeatures in LibV1
anilbey Nov 7, 2023
65e8f60
using to replace scope resolution
anilbey Nov 8, 2023
d0084a3
define distinct errors: FeatureComputationError, EmptyFeatureError
anilbey Nov 8, 2023
84b3020
use getFeature/s in LibV5 for consistent handling of edge cases
anilbey Nov 9, 2023
841f2b3
remove unnecessary initializer_list
anilbey Nov 14, 2023
ffd9d03
min_AHP_indices to use getFeatures
anilbey Nov 14, 2023
90a5dc6
AHP_depth_abs with getFeature
anilbey Nov 14, 2023
749e002
spike_half_width to use getFeatures
anilbey Nov 14, 2023
932b1b1
AP_begin_indices to use getFeatures
anilbey Nov 14, 2023
35a8450
use getFeatures in current_base
anilbey Nov 14, 2023
0510877
getfeatures in burst_begin_indices
anilbey Nov 14, 2023
378c278
decay_time_constant_after_stim to use getFeatures
anilbey Nov 15, 2023
8ded463
libv5 exception handling
anilbey Nov 15, 2023
a21b653
remove getVec completely
anilbey Nov 16, 2023
f3b3a73
Merge branch 'master' into wildcards
anilbey Nov 29, 2023
4e6514b
make format
anilbey Nov 29, 2023
f7425b8
Merge branch 'master' into wildcards
anilbey Dec 12, 2023
d1101d9
replace throw EmptyFeatureError with return -1 for consistency
anilbey Dec 14, 2023
a4335ec
Merge branch 'wildcards' of https://github.com/BlueBrain/eFEL into wi…
anilbey Dec 14, 2023
bde76af
remove redundant else condition
anilbey Dec 14, 2023
d6848c3
avoid fetching ignore_first_ISI twice
anilbey Dec 14, 2023
3ca2801
in the spikewidth2 error message mention spikewidth2
anilbey Dec 14, 2023
9b9d382
update maximum_voltage's success case to be same asminimum_voltages
anilbey Dec 14, 2023
d5d5ed7
make peakvoltage vector a reference in amp_drop_first_last
anilbey Dec 14, 2023
e7907c8
remove obsolete empty feature checks in spike_width1
anilbey Dec 14, 2023
e790e16
remove else after throw
anilbey Dec 14, 2023
f3adcc3
update new line in code comment for readability
anilbey Dec 14, 2023
83a57b1
replace GErrorStr+1 and return -1 via exception
anilbey Dec 14, 2023
444bfe7
add test to cover single spike case in min_voltage_between_spikes
anilbey Dec 14, 2023
5a5c22d
cover stimulus_current==0.0 edge case in ohmic resistance features
anilbey Dec 14, 2023
d7c576f
remove else after throw in 3 LibV5 places
anilbey Dec 14, 2023
944140a
typo in test name
anilbey Dec 15, 2023
b3a33f3
test_ohmic_input_resistance_zero_stimulus_current update stim params
anilbey Dec 15, 2023
1253dd3
update fail case for spikecount & spikecount_stimint
anilbey Dec 19, 2023
5784c06
add test calling all features on constant trace
anilbey Dec 19, 2023
c101450
remove re imported import in test
anilbey Dec 19, 2023
2ff86ed
merge master into wildcards
anilbey Dec 19, 2023
267220d
impute Spikecount missing val to 0.0 in GranuleCellDeap1.ipynb
anilbey Dec 19, 2023
9e9286f
remove unnecessary variable
anilbey Dec 21, 2023
241a2d7
move Spikecount implementation to Python
anilbey Dec 21, 2023
46007d2
change doc of Spikecount as Python efeature
anilbey Dec 21, 2023
818e3a1
move Spikecount_stimint to Python
anilbey Dec 21, 2023
f778c6a
add validation module with check_ais_initiation
anilbey Jan 4, 2024
eebc16e
add bpap_attenuation as a multitrace feature
anilbey Jan 4, 2024
31b7212
move burst_number and strict_burst_number to Python
anilbey Jan 5, 2024
4c1aae3
update impedance, remove spikecount is None check
anilbey Jan 5, 2024
d287792
add CHANGELOG.md
anilbey Jan 5, 2024
7a2594d
Merge branch 'master' into wildcards
anilbey Jan 5, 2024
133a48e
Merge branch 'master' into wildcards
anilbey Jan 8, 2024
cc4f705
docs: add multitrace and validation modules to API
anilbey Jan 8, 2024
c02f4c9
Merge branch 'master' into wildcards
anilbey Jan 8, 2024
df224bd
Docs: add name change warnings
anilbey Jan 8, 2024
c7ff80a
Merge branch 'wildcards' of github.com:BlueBrain/eFEL into wildcards
anilbey Jan 8, 2024
082f205
add int/double template instantiations to cfeature
anilbey Jan 9, 2024
c7a4cc9
remove getDistance_cpp, use python implementation
anilbey Jan 9, 2024
5f8881b
move trace_check to pyfeatures
anilbey Jan 9, 2024
b6940d1
lint fix
anilbey Jan 9, 2024
87cc375
add from __future__ import annotations
anilbey Jan 9, 2024
41b087e
add stimulus_current to test_allfeatures_on_constant_V
anilbey Jan 9, 2024
f39e7eb
allow both spike_count and Spikecount
anilbey Jan 9, 2024
489c247
move validation.py inside pyfeatures
anilbey Jan 9, 2024
c6033de
Revert "add stimulus_current to test_allfeatures_on_constant_V"
anilbey Jan 9, 2024
2682494
add spike_count expect it to be 0 for allfeatures_on_constant_voltage
anilbey Jan 9, 2024
43bf8b3
encourage use of spike_count instead of Spikecount
anilbey Jan 9, 2024
bc15caa
update deprecation note in the docs
anilbey Jan 10, 2024
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2 changes: 1 addition & 1 deletion .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -21,4 +21,4 @@ bin
*.ipynb_checkpoints
lib
fllog.txt
*.DS_Store
*.DS_Store
21 changes: 21 additions & 0 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,21 @@

# Changelog
All notable changes to this project will be documented in this file.

The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).


## [5.4.0] - 2024-01

### C++ changes
- New C++ function `getFeatures` replaced `getVec`.
- `getFeatures` automatically handles failures & distinguishes empty results from failures.
- Centralized error handling in `getFeatures` shortens the code by removing repetitions.
- C++ features' access is restricted. Read-only references are marked `const`.
- Removed wildcard features from C++ API. Use of Python is encouraged for that purpose.

### Python changes
- `bpap_attenuation` feature is added to the Python API.
- `Spikecount`, `Spikecount_stimint`, `burst_number`, `strict_burst_number` and `trace_check` features migrated to Python from C++.
- `check_ais_initiation` is added to the Python API.
2 changes: 2 additions & 0 deletions docs/source/api.rst
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,8 @@ Submodules

api
io
pyfeatures.multitrace
pyfeatures.pyfeatures
pyfeatures.validation
units
settings
135 changes: 15 additions & 120 deletions docs/source/eFeatures.rst
Original file line number Diff line number Diff line change
Expand Up @@ -150,19 +150,21 @@ time from stimulus start to last spike
else:
time_to_last_spike = 0

`LibV1`_ : Spikecount
~~~~~~~~~~~~~~~~~~~~~
`Python efeature`_ : spike_count
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

number of spikes in the trace, including outside of stimulus interval

- **Required features**: LibV1:peak_indices
- **Units**: constant
- **Pseudocode**: ::

Spikecount = len(peak_indices)
spike_count = len(peak_indices)

`LibV5`_ : Spikecount_stimint
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
**Note**: In the future this feature will be called "spike_count".
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Could you please tell in the note that this feature replaces Spikecount, that Spikecount is deprecated, but can still be used for the moment?

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Ah yes, I also noticed I forgot to update this one. Done in the last commit. 👍


`Python efeature`_ : spike_count_stimint
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

number of spikes inside the stimulus interval

Expand All @@ -171,7 +173,9 @@ number of spikes inside the stimulus interval
- **Pseudocode**: ::

peaktimes_stimint = numpy.where((peak_time >= stim_start) & (peak_time <= stim_end))
Spikecount_stimint = len(peaktimes_stimint)
spike_count_stimint = len(peaktimes_stimint)

**Note**: In the future this feature will be called "spike_count_stimint".

`LibV5`_ : number_initial_spikes
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Expand Down Expand Up @@ -343,23 +347,6 @@ The adaptation index is zero for a constant firing rate and bigger than zero for
ISI_sub = ISI_values[1:] - ISI_values[:-1]
adaptation_index = numpy.mean(ISI_sum / ISI_sub)


`LibV5`_ : check_AISInitiation
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It would be nice to keep this feature. Some users have used it before:
#137

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This is reimplemented as a Python function.

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Check initiation of AP in AIS

- **Required features**: t, V, stim_start, stim_end, AP_begin_time, AP_begin_time;location_AIS
- **Units**: constant
- **Pseudocode**: ::

if len(AP_begin_time) != len(AP_begin_time;location_AIS):
return None
for soma_time, ais_time in zip(AP_begin_time, AP_begin_time;location_AIS):
if soma_time < ais_time:
return None
return [1]

`LibV1`_ : burst_mean_freq
~~~~~~~~~~~~~~~~~~~~~~~~~~

Expand Down Expand Up @@ -419,8 +406,8 @@ The burst detection can be fine-tuned by changing the setting strict_burst_facto
)
)

`LibV1`_ : burst_number
~~~~~~~~~~~~~~~~~~~~~~~
`Python efeature`_ : burst_number
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The number of bursts

Expand All @@ -430,8 +417,8 @@ The number of bursts

burst_number = len(burst_mean_freq)

`LibV5`_ : strict_burst_number
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
`Python efeature`_ : strict_burst_number
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The number of bursts

Expand Down Expand Up @@ -1287,98 +1274,6 @@ Slope of the V, dVdt phasespace plot at the beginning of every spike
range_min_idxs = AP_begin_indices - AP_phseslope_range
AP_phaseslope = (dvdt[range_max_idxs] - dvdt[range_min_idxs]) / (v[range_max_idxs] - v[range_min_idxs])

`LibV5`_ : AP_phaseslope_AIS
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Same as AP_phaseslope, but for AIS location

Please, notice that you have to provide t, v, stim_start and stim_end for location.

- **Required features**: T;location_AIS, V;location_AIS, stim_start;location_AIS, stim_end;location_AIS, LibV5:AP_begin_indices;location_AIS
- **Parameters**: AP_phaseslope_range
- **Units**: 1/(ms)
- **Pseudocode**: ::

range_max_idxs = AP_begin_indices + AP_phseslope_range
range_min_idxs = AP_begin_indices - AP_phseslope_range
AP_phaseslope_AIS = (dvdt[range_max_idxs] - dvdt[range_min_idxs]) / (v[range_max_idxs] - v[range_min_idxs])

`LibV5`_ : BPAPHeightLoc1
~~~~~~~~~~~~~~~~~~~~~~~~~

Voltage height (difference betwen peaks and voltage base) at dendrite location

Please, notice that you have to provide t, v, stim_start and stim_end for location.

- **Required features**: T;location_dend1, V;location_dend1, stim_start;location_dend1, stim_end;location_dend1, peak_voltage;location_dend1, voltage_base;location_dend1
- **Units**: mV
- **Pseudocode**: ::

BPAPHeightLoc1 = peak_voltage - voltage_base

`LibV5`_ : BPAPHeightLoc2
~~~~~~~~~~~~~~~~~~~~~~~~~

Same as BPAPHeightLoc1, but for dend2 location

- **Required features**: T;location_dend2, V;location_dend2, stim_start;location_dend2, stim_end;location_dend2, peak_voltage;location_dend2, voltage_base;location_dend2
- **Units**: mV
- **Pseudocode**: ::

BPAPHeightLoc2 = peak_voltage - voltage_base

`LibV5`_ : BPAPAmplitudeLoc1
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Amplitude at dendrite location

Please, notice that you have to provide t, v, stim_start and stim_end for location.

- **Required features**: T;location_dend1, V;location_dend1, stim_start;location_dend1, stim_end;location_dend1, peak_voltage;location_dend1, AP_begin_voltage;location_dend1
- **Units**: mV
- **Pseudocode**: ::

BPAPAmplitudeLoc1 = peak_voltage - AP_begin_voltage

`LibV5`_ : BPAPAmplitudeLoc2
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Same as BPAPAmplitudeLoc1, but for dend2 location

- **Required features**: T;location_dend2, V;location_dend2, stim_start;location_dend2, stim_end;location_dend2, peak_voltage;location_dend2, AP_begin_voltage;location_dend2
- **Units**: mV
- **Pseudocode**: ::

BPAPAmplitudeLoc2 = peak_voltage - AP_begin_voltage

`LibV5`_ : BAC_width
~~~~~~~~~~~~~~~~~~~~

AP width at epsp location

Please, notice that you have to provide t, v, stim_start and stim_end for location.

- **Required features**: T;location_epsp, V;location_epsp, stim_start;location_epsp, stim_end;location_epsp, AP_width;location_epsp
- **Units**: ms
- **Pseudocode**: ::

BAC_width = AP_width

`LibV5`_ : BAC_maximum_voltage
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Maximuum voltage at epsp location

Please, notice that you have to provide t, v, stim_start and stim_end for location.

- **Required features**: T;location_epsp, V;location_epsp, stim_start;location_epsp, stim_end;location_epsp, maximum_voltage;location_epsp
- **Units**: mV
- **Pseudocode**: ::

BAC_maximum_voltage = maximum_voltage



Voltage features
----------------

Expand Down Expand Up @@ -2007,7 +1902,7 @@ Computes the impedance given a ZAP current input and its voltage response.
It will return the frequency at which the impedance is maximal, in the range (0, impedance_max_freq] Hz,
with impedance_max_freq being a setting with 50.0 as a default value.

- **Required features**: current, LibV1:Spikecount, LibV5:voltage_base, LibV5:current_base
- **Required features**: current, spike_count, LibV5:voltage_base, LibV5:current_base
- **Units**: Hz
- **Pseudocode**: ::

Expand Down
8 changes: 4 additions & 4 deletions docs/source/tex/efeatures.tex
Original file line number Diff line number Diff line change
Expand Up @@ -858,16 +858,16 @@ \section{Elementary features}
\end{efeature}

\begin{efeature}
{Spikecount}
{LibV1}
{Spikecount}
{spike_count}
{Python efeature}
{spike_count}
{none}
{peak indices\\&trace check}
{none}
{none}
{The number of peaks during stimulus}
{
APPEND length of peak\_indices TO Spikecount
APPEND length of peak\_indices TO spike_count
}
Yield the length of \myid{peak indices}.

Expand Down
48 changes: 2 additions & 46 deletions efel/DependencyV5.txt
Original file line number Diff line number Diff line change
@@ -1,6 +1,5 @@
LibV1:interpolate
LibV5:peak_indices #LibV1:interpolate
LibV1:trace_check #LibV1:peak_time #LibV1:interpolate
LibV5:peak_indices #LibV1:interpolate
LibV1:ISI_values #LibV1:peak_time #LibV1:interpolate
LibV1:doublet_ISI #LibV1:peak_time #LibV1:interpolate
LibV1:peak_voltage #LibV5:peak_indices #LibV1:interpolate
Expand All @@ -13,7 +12,6 @@ LibV1:adaptation_index2 #LibV1:peak_time #LibV1:interpolate
LibV1:spike_width2 #LibV5:min_AHP_indices #LibV1:interpolate
LibV1:AP_width #LibV5:peak_indices #LibV5:min_AHP_indices #LibV1:interpolate
LibV1:burst_mean_freq #LibV1:burst_ISI_indices #LibV1:peak_time #LibV1:interpolate
LibV1:burst_number #LibV1:burst_mean_freq #LibV1:interpolate
LibV1:interburst_voltage #LibV1:burst_ISI_indices #LibV1:interpolate
LibV1:AP_height #LibV1:peak_voltage #LibV1:interpolate
LibV1:AP_amplitude #LibV5:AP_begin_indices #LibV1:peak_voltage #LibV1:peak_time #LibV1:interpolate
Expand All @@ -28,9 +26,7 @@ LibV1:maximum_voltage #LibV1:interpolate
LibV1:minimum_voltage #LibV1:interpolate
LibV1:steady_state_voltage #LibV1:interpolate
LibV3:depolarized_base #LibV5:AP_end_indices #LibV5:AP_begin_indices #LibV1:interpolate
LibV1:ISI_CV #LibV1:ISI_values #LibV1:interpolate
LibV1:Spikecount #LibV5:peak_indices #LibV1:interpolate
LibV5:Spikecount_stimint #LibV1:peak_time #LibV1:interpolate
LibV1:ISI_CV #LibV1:ISI_values #LibV1:interpolate
LibV1:AHP_depth #LibV5:voltage_base #LibV5:min_AHP_values #LibV1:interpolate
LibV1:AHP_depth_slow #LibV5:voltage_base #LibV1:AHP_depth_abs_slow #LibV1:interpolate
LibV2:AP_rise_indices #LibV5:peak_indices #LibV5:AP_begin_indices #LibV1:interpolate
Expand All @@ -49,38 +45,7 @@ LibV2:AP_rise_rate_change #LibV2:AP_rise_rate #LibV1:interpolate
LibV2:AP_fall_rate_change #LibV2:AP_fall_rate #LibV1:interpolate
LibV2:fast_AHP_change #LibV2:fast_AHP #LibV1:interpolate
LibV2:AP_duration_half_width_change #LibV2:AP_duration_half_width #LibV1:interpolate
LibV2:E6 #LibV1:AP_amplitude;APWaveForm #LibV1:interpolate
LibV2:E7 #LibV2:AP_duration;APWaveForm #LibV1:interpolate
LibV1:single_burst_ratio #LibV1:ISI_values #LibV1:interpolate
LibV2:BPAPatt2 #LibV1:peak_voltage;location_soma #LibV5:voltage_base;location #LibV1:interpolate
LibV2:BPAPatt3 #LibV1:peak_voltage;location_soma #LibV5:voltage_base;location #LibV1:interpolate
LibV2:E39 #LibV1:mean_frequency;IDthreshold #LibV1:interpolate
LibV2:E39_cod #LibV2:E39 #LibV1:interpolate
LibV2:E2 #LibV2:amp_drop_first_second;APDrop #LibV1:interpolate
LibV2:E3 #LibV2:amp_drop_first_last;APDrop #LibV1:interpolate
LibV2:E4 #LibV2:amp_drop_second_last;APDrop #LibV1:interpolate
LibV2:E5 #LibV2:max_amp_difference;APDrop #LibV1:interpolate
LibV2:E8 #LibV2:AP_duration_half_width;APWaveForm #LibV1:interpolate
LibV2:E9 #LibV2:AP_rise_time;APWaveForm #LibV1:interpolate
LibV2:E10 #LibV2:AP_fall_time;APWaveForm #LibV1:interpolate
LibV2:E11 #LibV2:AP_rise_rate;APWaveForm #LibV1:interpolate
LibV2:E12 #LibV2:AP_fall_rate;APWaveForm #LibV1:interpolate
LibV2:E13 #LibV2:fast_AHP;APWaveForm #LibV1:interpolate
LibV2:E14 #LibV1:peak_voltage;APWaveForm #LibV1:interpolate
LibV2:E15 #LibV2:AP_duration;APWaveForm #LibV1:interpolate
LibV2:E16 #LibV2:AP_duration_half_width;APWaveForm #LibV1:interpolate
LibV2:E17 #LibV2:AP_rise_time;APWaveForm #LibV1:interpolate
LibV2:E18 #LibV2:AP_fall_time;APWaveForm #LibV1:interpolate
LibV2:E19 #LibV2:AP_rise_rate;APWaveForm #LibV1:interpolate
LibV2:E20 #LibV2:AP_fall_rate;APWaveForm #LibV1:interpolate
LibV2:E21 #LibV2:fast_AHP;APWaveForm #LibV1:interpolate
LibV2:E22 #LibV2:AP_amplitude_change;APWaveForm #LibV1:interpolate
LibV2:E23 #LibV2:AP_duration_change;APWaveForm #LibV1:interpolate
LibV2:E24 #LibV2:AP_duration_half_width_change;APWaveForm #LibV1:interpolate
LibV2:E25 #LibV2:AP_rise_rate_change;APWaveForm #LibV1:interpolate
LibV2:E26 #LibV2:AP_fall_rate_change;APWaveForm #LibV1:interpolate
LibV2:E27 #LibV2:fast_AHP_change;APWaveForm #LibV1:interpolate
LibV2:E40 #LibV1:time_to_first_spike;IDrest #LibV1:interpolate
LibV2:steady_state_hyper #LibV1:interpolate
LibV2:amp_drop_first_second #LibV1:peak_voltage #LibV1:interpolate
LibV2:amp_drop_first_last #LibV1:peak_voltage #LibV1:interpolate
Expand Down Expand Up @@ -133,15 +98,7 @@ LibV5:is_not_stuck #LibV1:peak_time #LibV1:interpolate
LibV5:mean_AP_amplitude #LibV1:AP_amplitude #LibV1:interpolate
LibV5:voltage_after_stim #LibV1:interpolate
LibV5:AP2_AP1_begin_width_diff #LibV5:AP_begin_width #LibV1:interpolate
LibV5:BPAPHeightLoc1 #LibV1:peak_voltage;location_dend1 #LibV5:voltage_base;location_dend1 #LibV1:interpolate
LibV5:BPAPHeightLoc2 #LibV1:peak_voltage;location_dend2 #LibV5:voltage_base;location_dend2 #LibV1:interpolate
LibV5:BPAPAmplitudeLoc1 #LibV1:peak_voltage;location_dend1 #LibV5:AP_begin_voltage;location_dend1 #LibV1:interpolate
LibV5:BPAPAmplitudeLoc2 #LibV1:peak_voltage;location_dend2 #LibV5:AP_begin_voltage;location_dend2 #LibV1:interpolate
LibV5:check_AISInitiation #LibV5:AP_begin_time #LibV5:AP_begin_time;location_AIS #LibV1:interpolate
LibV5:AP_phaseslope #LibV5:AP_begin_indices #LibV1:interpolate
LibV5:AP_phaseslope_AIS #LibV5:AP_phaseslope;location_AIS #LibV1:interpolate
LibV5:BAC_width #LibV1:AP_width;location_epsp #LibV1:interpolate
LibV5:BAC_maximum_voltage #LibV1:maximum_voltage;location_epsp #LibV1:interpolate
LibV5:all_ISI_values #LibV1:peak_time #LibV1:interpolate
LibV5:AP_amplitude_from_voltagebase #LibV5:voltage_base #LibV1:peak_voltage #LibV1:interpolate
LibV5:min_voltage_between_spikes #LibV5:peak_indices #LibV1:interpolate
Expand All @@ -166,7 +123,6 @@ LibV5:AP_width_between_threshold #LibV5:min_between_peaks_indices #LibV1:inte
LibV5:burst_begin_indices #LibV5:all_ISI_values #LibV1:interpolate
LibV5:burst_end_indices #LibV5:burst_begin_indices #LibV1:interpolate
LibV5:strict_burst_mean_freq #LibV1:peak_time #LibV5:burst_begin_indices #LibV5:burst_end_indices #LibV1:interpolate
LibV5:strict_burst_number #LibV5:strict_burst_mean_freq #LibV1:interpolate
LibV5:strict_interburst_voltage #LibV5:peak_indices #LibV5:burst_begin_indices #LibV1:interpolate
LibV5:ADP_peak_indices #LibV5:min_AHP_indices #LibV5:min_between_peaks_indices #LibV1:interpolate
LibV5:ADP_peak_values #LibV5:ADP_peak_indices #LibV1:interpolate
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