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Add Ornstein–Uhlenbeck noise generator #3541

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da3b29a
added first draft of ou_noise_gererator model
JoshuaBoettcher Feb 6, 2024
82b48c0
add unfinished ou_noise_generator test
JoshuaBoettcher Feb 23, 2024
500c332
bug fix in ou_noise_generator
JoshuaBoettcher Feb 27, 2024
1f02f0b
Fix minor error
FinnBurkhardt Jul 31, 2025
8be0909
fix and add tests
FinnBurkhardt Jul 31, 2025
d583852
cleanup tests
FinnBurkhardt Jul 31, 2025
d33e09c
formatting
FinnBurkhardt Jul 31, 2025
f8f0511
rewrite UserDocs
FinnBurkhardt Aug 1, 2025
fc8fa54
Improve code style and correct copyright header
FinnBurkhardt Aug 10, 2025
8fe0262
Skip ou_noise_generator in multimeter stepping test
FinnBurkhardt Aug 10, 2025
f3b27c3
Skip ou_noise_generator in tic-base tests
FinnBurkhardt Aug 10, 2025
c0e77e7
Apply doc suggestions
FinnBurkhardt Aug 11, 2025
e7aa371
Tau validation and cleanup
FinnBurkhardt Sep 11, 2025
079b240
Merge remote-tracking branch 'upstream/master' into add_ou_generator
FinnBurkhardt Sep 11, 2025
7637ff0
cleanup
FinnBurkhardt Sep 11, 2025
a012822
Set tau default to 1
FinnBurkhardt Sep 11, 2025
791beed
Add example scripts
FinnBurkhardt Sep 23, 2025
19b4e8f
Improve formatting in example scripts
FinnBurkhardt Oct 16, 2025
b2915f6
Fix comments, rename tau_inv_ to mean_weight_, and simplify pre_run_hook
FinnBurkhardt Nov 11, 2025
76c4f32
Use generator-specific update interval instead of global resolution
FinnBurkhardt Nov 11, 2025
84d645f
Correct OU noise generator update during inactive periods
FinnBurkhardt Nov 12, 2025
c40f941
Relocate test_ou_noise_generator to correct folder
FinnBurkhardt Nov 12, 2025
7cc0493
Add comments and fix formatting
FinnBurkhardt Nov 12, 2025
638f9d7
Skip OU updates during inactive periods and add corresponding tests
FinnBurkhardt Nov 24, 2025
d0d36c7
format and lint OU noise tests
FinnBurkhardt Nov 25, 2025
df7abb4
Fix inconsistent variable names
FinnBurkhardt Nov 25, 2025
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4 changes: 4 additions & 0 deletions doc/htmldoc/examples/index.rst
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Expand Up @@ -244,6 +244,8 @@ PyNEST examples
* :doc:`../auto_examples/sensitivity_to_perturbation`
* :doc:`../auto_examples/intrinsic_currents_spiking`
* :doc:`../auto_examples/intrinsic_currents_subthreshold`
* :doc:`../auto_examples/ou_vs_white_noise`
* :doc:`../auto_examples/ou_noise_single_neuron`

.. grid-item-card:: Handling output
:img-top: ../static/img/pynest/store_restore.png
Expand Down Expand Up @@ -343,3 +345,5 @@ PyNEST examples
../auto_examples/EI_clustered_network/index
../auto_examples/eprop_plasticity/index
../auto_examples/wang_decision_making
../auto_examples/ou_vs_white_noise
../auto_examples/ou_noise_single_neuron
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