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.. _tutorials_guides: | ||
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Tutorials and guides | ||
Tutorials and Guides | ||
==================== | ||
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First steps: Learn how to use NEST | ||
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | ||
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:class-header: sd-d-flex-row sd-align-minor-center sd-bg-primary sd-text-white | ||
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|start| PyNEST Tutorial | ||
^^^ | ||
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A :ref:`step-by-step tutorial <pynest_tutorial>` that introduces NEST concepts | ||
and allows you to develop your first script. | ||
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.. grid-item-card:: | ||
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|write| A basic one neuron example | ||
^^^ | ||
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:doc:`One neuron example </auto_examples/one_neuron>`: A breakdown of a basic NEST script using one neuron, | ||
to showcase the basic structure of a simulation. | ||
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:class-header: sd-d-flex-row sd-align-minor-center sd-bg-primary sd-text-white | ||
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|interactive| Interactive graphical interface | ||
^^^ | ||
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:doc:`NEST Desktop <desktop:index>`: If you prefer a graphical approach, NEST Desktop offers an interactive graphical | ||
format for creating neural networks. | ||
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Next steps: Create your own network model | ||
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | ||
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:columns: 4 | ||
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|math| Create neurons, synapses, and devices | ||
^^^ | ||
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* :ref:`modelsmain`: Discover the available models in NEST | ||
or create and customize models with :doc:`NESTML <nestml:index>` | ||
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:columns: 4 | ||
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|random| Connect neurons, synapses, and devices | ||
^^^ | ||
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* :ref:`connection_management`: A guide to building connections in NEST | ||
* :ref:`spatial_networks`: A deep dive into building 2D and 3D networks | ||
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|device| Device management | ||
^^^ | ||
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* :ref:`stimulate_network`: An overview of how to stimulate the network | ||
* :ref:`Get data from simulations <record_simulations>`: How to record data from neurons | ||
and synapses | ||
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.. grid-item-card:: | ||
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|simulate| Simulate your network | ||
^^^ | ||
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* :ref:`run_simulations`: A guide describing various factors in running simulations | ||
* :ref:`random_numbers`: A guide to how random numbers are used in network simulations | ||
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.. grid-item-card:: | ||
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|python| Handling nodes and connections | ||
^^^ | ||
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* :ref:`Manipulating nodes (neurons and devices) <node_handles>`: understand basic functionality of nodes | ||
* :ref:`Manipulating connections (synapses) <handling_connections>`: understand basic functionality of connections | ||
* :ref:`param_ex`: explore how to use parameter objects in NEST | ||
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.. grid-item-card:: | ||
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|gallery| Example gallery | ||
^^^ | ||
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* Explore our :ref:`PyNEST example networks <pynest_examples>` that showcase the numerous features and models | ||
in NEST | ||
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.. grid-item-card:: | ||
:class-header: sd-d-flex-row sd-align-minor-center sd-bg-success sd-text-white | ||
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|network| Large network models | ||
^^^ | ||
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Discover how to build large and more complex network models with these examples: | ||
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* :doc:`Brunel network </auto_examples/brunel_alpha_nest>`: A random balanced network | ||
* :doc:`The microcircuit model <../auto_examples/Potjans_2014/index>`: A network model example based on Potjans and Diesman 2014 | ||
* `The mesocircuit model <https://mesocircuit-model.readthedocs.io/en/latest/>`_: A layered cortical network with distance-dependent connectivity | ||
* The `multi-area model <https://inm-6.github.io/multi-area-model/>`_: A network model of the visual cortex of the macaque monkey | ||
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.. grid-item-card:: | ||
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|parallel| Parallel computing | ||
^^^ | ||
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* :ref:`parallel_computing`: How NEST handles thread parallel and distributed computing | ||
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---- | ||
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More topics | ||
~~~~~~~~~~~ | ||
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|neuron| More about neurons | ||
^^^ | ||
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* :ref:`sim_precise_spike_times` | ||
* :ref:`exact_integration` | ||
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.. grid-item-card:: | ||
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|synapse| More about synapses | ||
^^^ | ||
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* :ref:`sim_gap_junctions` | ||
* :ref:`weight_normalization` | ||
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.. grid-item-card:: | ||
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|hpc| High performance computers (HPC) | ||
^^^ | ||
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* :ref:`optimize_performance`: Guides to optimize NEST performance in large scale simulations | ||
* :ref:`built_in_timers`: A guide to the various timers available in NEST | ||
* :ref:`benchmark`: How to use the beNNch framework | ||
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.. grid-item-card:: | ||
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|connect| Connect to other tools | ||
^^^ | ||
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* :ref:`nest_server`: A guide showcasing how to interact with NEST via a RESTful API | ||
* :ref:`SONATA with NEST <nest_sonata>`: Guide to using the SONATA format | ||
* :ref:`MUSIC Tutorial <music_tutorial_1>`: how to transmit data between applications | ||
with the MUSIC interface, step-by-step | ||
* :ref:`nest_music`: Additional guide for building scripts with MUSIC | ||
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.. grid-item-card:: | ||
:class-header: sd-d-flex-row sd-align-minor-center sd-bg-dark sd-text-white | ||
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|refresh| Get the latest changes | ||
^^^ | ||
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* :ref:`Update 2.X scripts to 3.X <refguide_2_3>` | ||
* :ref:`See the latest changes <whats_new>` | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
:hidden: | ||
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tutorials/index | ||
tutorials/pynest_tutorial/index | ||
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.. grid:: 1 1 2 2 | ||
:gutter: 1 | ||
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.. grid-item-card:: |nav| Tutorials: Introduction to PyNEST | ||
:class-title: sd-d-flex-row sd-align-minor-center | ||
:link: tutorials | ||
:link-type: ref | ||
.. toctree:: | ||
:maxdepth: 1 | ||
:hidden: | ||
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.. grid-item-card:: |example| Topical guides | ||
:class-title: sd-d-flex-row sd-align-minor-center | ||
:link: guides | ||
:link-type: ref | ||
Neurons <neurons/index> | ||
Synapses and connections <synapses/index> | ||
Devices <devices/index> | ||
Spatially-structured networks <networks/spatially_structured_networks> | ||
High performance computing <hpc/index> | ||
NEST models <models/models-main> | ||
NEST and SONATA <nest_sonata/nest_sonata_guide> | ||
Simulation behavior <nest_behavior/running_simulations> | ||
Randomness in NEST <nest_behavior/random_numbers> | ||
Built-in timers <nest_behavior/built-in_timers> | ||
Connect NEST with other tools <connect_nest/index> | ||
From NEST 2.x to 3.x <whats_new/v3.0/refguide_nest2_nest3> | ||
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.. toctree:: | ||
:hidden: | ||
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understand_index | ||
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.. |nav| image:: static/img/GPS-Settings-256_nest.svg | ||
.. |example| image:: static/img/Documents-02-256_nest.svg | ||
.. |script| image:: static/img/script_white.svg | ||
:scale: 20% | ||
.. |start| image:: static/img/start_white.svg | ||
:scale: 40% | ||
.. |user| image:: static/img/020-user.svg | ||
.. |teacher| image:: static/img/014-teacher.svg | ||
.. |admin| image:: static/img/001-shuttle.svg | ||
.. |dev| image:: static/img/dev_orange.svg | ||
.. |nestml| image:: static/img/nestml-logo.png | ||
:scale: 15% | ||
.. |synapse| image:: static/img/synapse_white.svg | ||
.. |neuron| image:: static/img/neuron_white.svg | ||
.. |glossary| image:: static/img/glossary_white.svg | ||
.. |git| image:: static/img/git_white.svg | ||
.. |refresh| image:: static/img/refresh_white.svg | ||
.. |hpc| image:: static/img/hpc_white.svg | ||
.. |random| image:: static/img/random_white.svg | ||
.. |math| image:: static/img/math_white.svg | ||
.. |network| image:: static/img/network_brain_white.svg | ||
.. |device| image:: static/img/device_white.svg | ||
.. |connect| image:: static/img/connect_white.svg | ||
.. |sonata| image:: static/img/sonata_white.svg | ||
.. |write| image:: static/img/write_nest_white.svg | ||
:scale: 60% | ||
.. |parallel| image:: static/img/parallel_white.svg | ||
.. |simulate| image:: static/img/simulate_white.svg | ||
.. |interactive| image:: static/img/interactive_white.svg | ||
.. |python| image:: static/img/python_white.svg | ||
.. |gallery| image:: static/img/gallery_white.svg |
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