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Summary

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1 -tutorials
1 +Tools and services tutorials
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1 +(% style="text-align: center;" %)
2 +== **Findable. Accessible. User-facing.** ==
3 +
4 +=== Welcome to the single entry point to user-level documentation for EBRAINS tools and services. Here, you can find a list of EBRAINS offerings, sorted by topic, and their documentation links. ===
5 +
6 +(% class="wikigeneratedid" %)
7 +== ==
8 +
1 1  == Arbor ==
2 2  
3 -* [[A simple single cell model>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_model.html||rel=" noopener noreferrer" target="_blank"]] (beginner)
4 -* [[A detailed single cell model>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_detailed.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
5 -* [[A detailed single cell recipe>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_detailed_recipe.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
6 -* [[A ring network>>https://docs.arbor-sim.org/en/stable/tutorial/network_ring.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
7 -* [[A simple dendrite>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_cable.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
8 -* [[A simple single cell recipe>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_recipe.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
9 -* [[A single cell model from the Allen Brain Atlas>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_allen.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
10 -* [[A single cell model from the BluePyOpt Cell Optimisation Library>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_bluepyopt.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
11 -* [[Distributed ring network (MPI)>>https://docs.arbor-sim.org/en/stable/tutorial/network_ring_mpi.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
12 -* [[Extracellular signals (LFPykit)>>https://docs.arbor-sim.org/en/stable/tutorial/probe_lfpykit.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
13 -* [[GPU and profiling>>https://docs.arbor-sim.org/en/stable/tutorial/network_ring_gpu.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
14 -* [[Spike Timing-dependent Plasticity Curve>>https://docs.arbor-sim.org/en/stable/tutorial/calcium_stdp_curve.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
15 -* [[Two cells connected via a gap junction>>https://docs.arbor-sim.org/en/stable/tutorial/network_two_cells_gap_junctions.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
11 +* [[A simple single cell model>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_model.html||rel="noopener noreferrer" target="_blank"]] (beginner)
12 +* [[A detailed single cell model>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_detailed.html||rel="noopener noreferrer" target="_blank"]] (advanced)
13 +* [[A detailed single cell recipe>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_detailed_recipe.html||rel="noopener noreferrer" target="_blank"]] (advanced)
14 +* [[A ring network>>https://docs.arbor-sim.org/en/stable/tutorial/network_ring.html||rel="noopener noreferrer" target="_blank"]] (advanced)
15 +* [[A simple dendrite>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_cable.html||rel="noopener noreferrer" target="_blank"]] (advanced)
16 +* [[A simple single cell recipe>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_recipe.html||rel="noopener noreferrer" target="_blank"]] (advanced)
17 +* [[A single cell model from the Allen Brain Atlas>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_allen.html||rel="noopener noreferrer" target="_blank"]] (advanced)
18 +* [[A single cell model from the BluePyOpt Cell Optimisation Library>>https://docs.arbor-sim.org/en/stable/tutorial/single_cell_bluepyopt.html||rel="noopener noreferrer" target="_blank"]] (advanced)
19 +* [[Distributed ring network (MPI)>>https://docs.arbor-sim.org/en/stable/tutorial/network_ring_mpi.html||rel="noopener noreferrer" target="_blank"]] (advanced)
20 +* [[Extracellular signals (LFPykit)>>https://docs.arbor-sim.org/en/stable/tutorial/probe_lfpykit.html||rel="noopener noreferrer" target="_blank"]] (advanced)
21 +* [[GPU and profiling>>https://docs.arbor-sim.org/en/stable/tutorial/network_ring_gpu.html||rel="noopener noreferrer" target="_blank"]] (advanced)
22 +* [[Spike Timing-dependent Plasticity Curve>>https://docs.arbor-sim.org/en/stable/tutorial/calcium_stdp_curve.html||rel="noopener noreferrer" target="_blank"]] (advanced)
23 +* [[Two cells connected via a gap junction>>https://docs.arbor-sim.org/en/stable/tutorial/network_two_cells_gap_junctions.html||rel="noopener noreferrer" target="_blank"]] (advanced)
16 16  
17 17  == Electrophysiology Analysis Toolkit ==
18 18  
19 -* [[Statistics of spike trains>>https://elephant.readthedocs.io/en/latest/tutorials/statistics.html||rel=" noopener noreferrer" target="_blank"]] (beginner)
20 -* [[ASSET: Analysis of Sequences of Synchronous Events in Massively Parallel Spike Trains>>https://elephant.readthedocs.io/en/latest/tutorials/asset.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
21 -* [[Gaussian Process Factor Analysis>>https://elephant.readthedocs.io/en/latest/tutorials/gpfa.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
22 -* [[Parallel>>https://elephant.readthedocs.io/en/latest/tutorials/parallel.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
23 -* [[Spike Pattern Detection and Evaluation (SPADE)>>https://elephant.readthedocs.io/en/latest/tutorials/spade.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
24 -* [[The Unitary Events Analysis>>https://elephant.readthedocs.io/en/latest/tutorials/unitary_event_analysis.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
25 -* [[Time-domain Granger Causality>>https://elephant.readthedocs.io/en/latest/tutorials/granger_causality.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
27 +* [[Statistics of spike trains>>https://elephant.readthedocs.io/en/latest/tutorials/statistics.html||rel="noopener noreferrer" target="_blank"]] (beginner)
28 +* [[ASSET: Analysis of Sequences of Synchronous Events in Massively Parallel Spike Trains>>https://elephant.readthedocs.io/en/latest/tutorials/asset.html||rel="noopener noreferrer" target="_blank"]] (advanced)
29 +* [[Gaussian Process Factor Analysis>>https://elephant.readthedocs.io/en/latest/tutorials/gpfa.html||rel="noopener noreferrer" target="_blank"]] (advanced)
30 +* [[Parallel>>https://elephant.readthedocs.io/en/latest/tutorials/parallel.html||rel="noopener noreferrer" target="_blank"]] (advanced)
31 +* [[Spike Pattern Detection and Evaluation (SPADE)>>https://elephant.readthedocs.io/en/latest/tutorials/spade.html||rel="noopener noreferrer" target="_blank"]] (advanced)
32 +* [[The Unitary Events Analysis>>https://elephant.readthedocs.io/en/latest/tutorials/unitary_event_analysis.html||rel="noopener noreferrer" target="_blank"]] (advanced)
33 +* [[Time-domain Granger Causality>>https://elephant.readthedocs.io/en/latest/tutorials/granger_causality.html||rel="noopener noreferrer" target="_blank"]] (advanced)
26 26  
27 27  == NEST ==
28 28  
29 -* [[Introduction to NEST: Simulating a single neuron>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/videos/one_neuron.html||rel=" noopener noreferrer" target="_blank"]] (beginner)
30 -* [[Neurons and simple neural networks>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/pynest_tutorial/part_1_neurons_and_simple_neural_networks.html||rel=" noopener noreferrer" target="_blank"]] (beginner)
31 -* [[Populations of neurons>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/pynest_tutorial/part_2_populations_of_neurons.html||rel=" noopener noreferrer" target="_blank"]] (beginner)
32 -* [[Connect two NEST simulations using MUSIC>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_2.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
33 -* [[Connecting networks with synapses>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/pynest_tutorial/part_3_connecting_networks_with_synapses.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
34 -* [[Introduction to the MUSIC Interface>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_1.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
35 -* [[MUSIC Connections in C++ and Python>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_3.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
36 -* [[MUSIC with SLI>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_sli.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
37 -* [[Practical tips>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_4.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
38 -* [[Spatially structured networks>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/pynest_tutorial/part_4_spatially_structured_networks.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
39 -* [[The pymusic interface>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_4.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
37 +* [[Introduction to NEST: Simulating a single neuron>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/videos/one_neuron.html||rel="noopener noreferrer" target="_blank"]] (beginner)
38 +* [[Neurons and simple neural networks>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/pynest_tutorial/part_1_neurons_and_simple_neural_networks.html||rel="noopener noreferrer" target="_blank"]] (beginner)
39 +* [[Populations of neurons>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/pynest_tutorial/part_2_populations_of_neurons.html||rel="noopener noreferrer" target="_blank"]] (beginner)
40 +* [[Connect two NEST simulations using MUSIC>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_2.html||rel="noopener noreferrer" target="_blank"]] (advanced)
41 +* [[Connecting networks with synapses>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/pynest_tutorial/part_3_connecting_networks_with_synapses.html||rel="noopener noreferrer" target="_blank"]] (advanced)
42 +* [[Introduction to the MUSIC Interface>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_1.html||rel="noopener noreferrer" target="_blank"]] (advanced)
43 +* [[MUSIC Connections in C++ and Python>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_3.html||rel="noopener noreferrer" target="_blank"]] (advanced)
44 +* [[MUSIC with SLI>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_sli.html||rel="noopener noreferrer" target="_blank"]] (advanced)
45 +* [[Practical tips>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_4.html||rel="noopener noreferrer" target="_blank"]] (advanced)
46 +* [[Spatially structured networks>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/pynest_tutorial/part_4_spatially_structured_networks.html||rel="noopener noreferrer" target="_blank"]] (advanced)
47 +* [[The pymusic interface>>https://nest-simulator.readthedocs.io/en/v3.3/tutorials/music_tutorial/music_tutorial_4.html||rel="noopener noreferrer" target="_blank"]] (advanced)
40 40  
41 41  == NESTML ==
42 42  
43 -* [[Izhikevich tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/izhikevich/nestml_izhikevich_tutorial.html||rel=" noopener noreferrer" target="_blank"]] (beginner)
44 -* [[Active dendrite tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/active_dendrite/nestml_active_dendrite_tutorial.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
45 -* [[Dopamine-modulated STDP synapse tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/stdp_dopa_synapse/stdp_dopa_synapse.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
46 -* [[Ornstein-Uhlenbeck noise tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/ornstein_uhlenbeck_noise/nestml_ou_noise_tutorial.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
47 -* [[STDP synapse tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/triplet_stdp_synapse/triplet_stdp_synapse.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
48 -* [[STDP windows tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/stdp_windows/stdp_windows.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
51 +* [[Izhikevich tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/izhikevich/nestml_izhikevich_tutorial.html||rel="noopener noreferrer" target="_blank"]] (beginner)
52 +* [[Active dendrite tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/active_dendrite/nestml_active_dendrite_tutorial.html||rel="noopener noreferrer" target="_blank"]] (advanced)
53 +* [[Dopamine-modulated STDP synapse tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/stdp_dopa_synapse/stdp_dopa_synapse.html||rel="noopener noreferrer" target="_blank"]] (advanced)
54 +* [[Ornstein-Uhlenbeck noise tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/ornstein_uhlenbeck_noise/nestml_ou_noise_tutorial.html||rel="noopener noreferrer" target="_blank"]] (advanced)
55 +* [[STDP synapse tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/triplet_stdp_synapse/triplet_stdp_synapse.html||rel="noopener noreferrer" target="_blank"]] (advanced)
56 +* [[STDP windows tutorial>>https://nestml.readthedocs.io/en/latest/tutorials/stdp_windows/stdp_windows.html||rel="noopener noreferrer" target="_blank"]] (advanced)
49 49  
50 50  == Neuron ==
51 51  
52 -* [[Construction and Use of Models: Part 1. Elementary tools>>https://neuron.yale.edu/neuron/static/docs/elementarytools/outline.htm||rel=" noopener noreferrer" target="_blank"]] (beginner)
53 -* [[The hoc programming language>>https://neuron.yale.edu/neuron/static/docs/programming/hoc_slides.pdf||rel=" noopener noreferrer" target="_blank"]] (beginner)
54 -* [[ Introduction to Network Construction>>https://neuron.yale.edu/neuron/static/docs/netbuild/intro.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
55 -* [[1. Implement and test the computational model itself>>https://neuron.yale.edu/neuron/docs/1-implement-and-test-computational-model-itself-0||rel=" noopener noreferrer" target="_blank"]] (advanced)
56 -* [[2. Run a "complete" simulation and save its results>>https://neuron.yale.edu/neuron/docs/2-run-complete-simulation-and-save-its-results||rel=" noopener noreferrer" target="_blank"]] (advanced)
57 -* [[3. Run a segmented simulation and save its results>>https://neuron.yale.edu/neuron/docs/3-run-segmented-simulation-and-save-its-results||rel=" noopener noreferrer" target="_blank"]] (advanced)
58 -* [[3D/Hybrid Intracellular Tutorial>>https://neuron.yale.edu/neuron/docs/3dhybrid-intracellular-tutorial||rel=" noopener noreferrer" target="_blank"]] (advanced)
59 -* [[4. Reconstitute and verify the "complete" simulation results>>https://neuron.yale.edu/neuron/docs/4-reconstitute-and-verify-complete-simulation-results||rel=" noopener noreferrer" target="_blank"]] (advanced)
60 -* [[A NEURON Programming Tutorial - Part A>>http://web.mit.edu/neuron_v7.4/nrntuthtml/tutorial/tutA.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
61 -* [[A NEURON Programming Tutorial - Part B>>http://web.mit.edu/neuron_v7.4/nrntuthtml/tutorial/tutB.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
62 -* [[A NEURON Programming Tutorial - part C>>http://web.mit.edu/neuron_v7.4/nrntuthtml/tutorial/tutC.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
63 -* [[A NEURON Programming Tutorial - Part E>>http://web.mit.edu/neuron_v7.4/nrntuthtml/tutorial/tutE.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
64 -* [[Ball and Stick model part 1>>https://neuron.yale.edu/neuron/docs/ball-and-stick-model-part-1||rel=" noopener noreferrer" target="_blank"]] (advanced)
65 -* [[Ball and Stick model part 2>>https://neuron.yale.edu/neuron/docs/ball-and-stick-model-part-2||rel=" noopener noreferrer" target="_blank"]] (advanced)
66 -* [[Ball and Stick model part 3>>https://neuron.yale.edu/neuron/docs/ball-and-stick-model-part-3||rel=" noopener noreferrer" target="_blank"]] (advanced)
67 -* [[Ball and Stick model part 4>>https://neuron.yale.edu/neuron/docs/ball-and-stick-model-part-4||rel=" noopener noreferrer" target="_blank"]] (advanced)
68 -* [[Creating a channel from a kinetic scheme specification>>https://neuron.yale.edu/neuron/static/docs/chanlbild/kinetic/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
69 -* [[Creating a channel from an HH-style specification>>https://neuron.yale.edu/neuron/static/docs/chanlbild/hhstyle/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
70 -* [[Creating a model of stochastic channel gating>>https://neuron.yale.edu/neuron/static/docs/chanlbild/stochastic/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
71 -* [[Creating a stylized ("stick figure") model cell>>https://neuron.yale.edu/neuron/static/docs/cbtut/stylized/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
72 -* [[Dealing with simulations that generate a lot of data>>https://neuron.yale.edu/neuron/docs/dealing-simulations-generate-lot-data||rel=" noopener noreferrer" target="_blank"]] (advanced)
73 -* [[Example: circadian rhythm>>https://neuron.yale.edu/neuron/docs/example-circadian-rhythm||rel=" noopener noreferrer" target="_blank"]] (advanced)
74 -* [[Example: restricting a reaction to part of a region>>https://neuron.yale.edu/neuron/docs/example-restricting-reaction-part-region||rel=" noopener noreferrer" target="_blank"]] (advanced)
75 -* [[Exploring morphometric data and fixing problems>>https://neuron.yale.edu/neuron/docs/import3d/fix_problems||rel=" noopener noreferrer" target="_blank"]] (advanced)
76 -* [[Extracellular Diffusion>>https://neuron.yale.edu/neuron/docs/extracellular-diffusion||rel=" noopener noreferrer" target="_blank"]] (advanced)
77 -* [[How to generate independent random spike streams>>https://neuron.yale.edu/neuron/docs/how-generate-independent-random-spike-streams||rel=" noopener noreferrer" target="_blank"]] (advanced)
78 -* [[Managing a model cell with complex anatomy>>https://neuron.yale.edu/neuron/static/docs/cbtut/pt3d/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
79 -* [[mGluR example>>https://neuron.yale.edu/neuron/docs/mglur-example||rel=" noopener noreferrer" target="_blank"]] (advanced)
80 -* [[ModelView: Compact display of parameters for NEURON models.>>https://neuron.yale.edu/neuron/static/papers/mview/modelviewhbp2004.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
81 -* [[Python introduction>>https://neuron.yale.edu/neuron/docs/python-introduction||rel=" noopener noreferrer" target="_blank"]] (advanced)
82 -* [[Randomness in NEURON models>>https://neuron.yale.edu/neuron/docs/randomness-neuron-models||rel=" noopener noreferrer" target="_blank"]] (advanced)
83 -* [[Reaction-Diffusion>>https://neuron.yale.edu/neuron/docs/reaction-diffusion||rel=" noopener noreferrer" target="_blank"]] (advanced)
84 -* [[Reaction-Diffusion: Calcium Wave>>https://neuron.yale.edu/neuron/docs/reaction-diffusion-calcium-wave||rel=" noopener noreferrer" target="_blank"]] (advanced)
85 -* [[Reaction-Diffusion: Thresholds>>https://neuron.yale.edu/neuron/docs/reaction-diffusion-thresholds||rel=" noopener noreferrer" target="_blank"]] (advanced)
86 -* [[Reaction-Diffusion: varying initial concentrations and parameters>>https://neuron.yale.edu/neuron/docs/reaction-diffusion-varying-initial-concentrations-and-parameters||rel=" noopener noreferrer" target="_blank"]] (advanced)
87 -* [[Reading a morphometric data file and converting it to a NEURON model>>https://neuron.yale.edu/neuron/docs/import3d/read_data||rel=" noopener noreferrer" target="_blank"]] (advanced)
88 -* [[RxD with MOD files>>https://neuron.yale.edu/neuron/docs/rxd-mod-files||rel=" noopener noreferrer" target="_blank"]] (advanced)
89 -* [[Scripting NEURON basics>>https://neuron.yale.edu/neuron/docs/scripting-neuron-basics||rel=" noopener noreferrer" target="_blank"]] (advanced)
90 -* [[Segmenting a simulation of a model cell>>https://neuron.yale.edu/neuron/docs/segmenting-simulation-model-cell||rel=" noopener noreferrer" target="_blank"]] (advanced)
91 -* [[Segmenting a simulation of a model network>>https://neuron.yale.edu/neuron/docs/segmenting-simulation-model-network||rel=" noopener noreferrer" target="_blank"]] (advanced)
92 -* [[Source code that demonstrates the solution>>https://neuron.yale.edu/neuron/docs/source-code-demonstrates-solution||rel=" noopener noreferrer" target="_blank"]] (advanced)
93 -* [[Specifying parameterized variation of biophysical properties>>https://neuron.yale.edu/neuron/static/docs/cbtut/parameterized/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
94 -* [[The solution>>https://neuron.yale.edu/neuron/docs/solution||rel=" noopener noreferrer" target="_blank"]] (advanced)
95 -* [[Tutorial 1 : Fitting a function to data>>https://neuron.yale.edu/neuron/static/docs/optimiz/func/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
96 -* [[Tutorial 1: Making Networks of Artificial Neurons>>https://neuron.yale.edu/neuron/static/docs/netbuild/artnet/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
97 -* [[Tutorial 2 : Fitting a model to data>>https://neuron.yale.edu/neuron/static/docs/optimiz/model/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
98 -* [[Tutorial 2: Making Hybrid Nets>>https://neuron.yale.edu/neuron/static/docs/netbuild/hybrid/outline.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
99 -* [[Using Import3D>>https://neuron.yale.edu/neuron/docs/import3d||rel=" noopener noreferrer" target="_blank"]] (advanced)
100 -* [[Using NEURON's Optimization Tools>>https://neuron.yale.edu/neuron/static/docs/optimiz/main.html||rel=" noopener noreferrer" target="_blank"]] (advanced)
60 +* [[Construction and Use of Models: Part 1. Elementary tools>>https://neuron.yale.edu/neuron/static/docs/elementarytools/outline.htm||rel="noopener noreferrer" target="_blank"]] (beginner)
61 +* [[The hoc programming language>>https://neuron.yale.edu/neuron/static/docs/programming/hoc_slides.pdf||rel="noopener noreferrer" target="_blank"]] (beginner)
62 +* [[ Introduction to Network Construction>>https://neuron.yale.edu/neuron/static/docs/netbuild/intro.html||rel="noopener noreferrer" target="_blank"]] (advanced)
63 +* [[1. Implement and test the computational model itself>>https://neuron.yale.edu/neuron/docs/1-implement-and-test-computational-model-itself-0||rel="noopener noreferrer" target="_blank"]] (advanced)
64 +* [[2. Run a "complete" simulation and save its results>>https://neuron.yale.edu/neuron/docs/2-run-complete-simulation-and-save-its-results||rel="noopener noreferrer" target="_blank"]] (advanced)
65 +* [[3. Run a segmented simulation and save its results>>https://neuron.yale.edu/neuron/docs/3-run-segmented-simulation-and-save-its-results||rel="noopener noreferrer" target="_blank"]] (advanced)
66 +* [[3D/Hybrid Intracellular Tutorial>>https://neuron.yale.edu/neuron/docs/3dhybrid-intracellular-tutorial||rel="noopener noreferrer" target="_blank"]] (advanced)
67 +* [[4. Reconstitute and verify the "complete" simulation results>>https://neuron.yale.edu/neuron/docs/4-reconstitute-and-verify-complete-simulation-results||rel="noopener noreferrer" target="_blank"]] (advanced)
68 +* [[A NEURON Programming Tutorial - Part A>>http://web.mit.edu/neuron_v7.4/nrntuthtml/tutorial/tutA.html||rel="noopener noreferrer" target="_blank"]] (advanced)
69 +* [[A NEURON Programming Tutorial - Part B>>http://web.mit.edu/neuron_v7.4/nrntuthtml/tutorial/tutB.html||rel="noopener noreferrer" target="_blank"]] (advanced)
70 +* [[A NEURON Programming Tutorial - part C>>http://web.mit.edu/neuron_v7.4/nrntuthtml/tutorial/tutC.html||rel="noopener noreferrer" target="_blank"]] (advanced)
71 +* [[A NEURON Programming Tutorial - Part E>>http://web.mit.edu/neuron_v7.4/nrntuthtml/tutorial/tutE.html||rel="noopener noreferrer" target="_blank"]] (advanced)
72 +* [[Ball and Stick model part 1>>https://neuron.yale.edu/neuron/docs/ball-and-stick-model-part-1||rel="noopener noreferrer" target="_blank"]] (advanced)
73 +* [[Ball and Stick model part 2>>https://neuron.yale.edu/neuron/docs/ball-and-stick-model-part-2||rel="noopener noreferrer" target="_blank"]] (advanced)
74 +* [[Ball and Stick model part 3>>https://neuron.yale.edu/neuron/docs/ball-and-stick-model-part-3||rel="noopener noreferrer" target="_blank"]] (advanced)
75 +* [[Ball and Stick model part 4>>https://neuron.yale.edu/neuron/docs/ball-and-stick-model-part-4||rel="noopener noreferrer" target="_blank"]] (advanced)
76 +* [[Creating a channel from a kinetic scheme specification>>https://neuron.yale.edu/neuron/static/docs/chanlbild/kinetic/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
77 +* [[Creating a channel from an HH-style specification>>https://neuron.yale.edu/neuron/static/docs/chanlbild/hhstyle/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
78 +* [[Creating a model of stochastic channel gating>>https://neuron.yale.edu/neuron/static/docs/chanlbild/stochastic/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
79 +* [[Creating a stylized ("stick figure") model cell>>https://neuron.yale.edu/neuron/static/docs/cbtut/stylized/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
80 +* [[Dealing with simulations that generate a lot of data>>https://neuron.yale.edu/neuron/docs/dealing-simulations-generate-lot-data||rel="noopener noreferrer" target="_blank"]] (advanced)
81 +* [[Example: circadian rhythm>>https://neuron.yale.edu/neuron/docs/example-circadian-rhythm||rel="noopener noreferrer" target="_blank"]] (advanced)
82 +* [[Example: restricting a reaction to part of a region>>https://neuron.yale.edu/neuron/docs/example-restricting-reaction-part-region||rel="noopener noreferrer" target="_blank"]] (advanced)
83 +* [[Exploring morphometric data and fixing problems>>https://neuron.yale.edu/neuron/docs/import3d/fix_problems||rel="noopener noreferrer" target="_blank"]] (advanced)
84 +* [[Extracellular Diffusion>>https://neuron.yale.edu/neuron/docs/extracellular-diffusion||rel="noopener noreferrer" target="_blank"]] (advanced)
85 +* [[How to generate independent random spike streams>>https://neuron.yale.edu/neuron/docs/how-generate-independent-random-spike-streams||rel="noopener noreferrer" target="_blank"]] (advanced)
86 +* [[Managing a model cell with complex anatomy>>https://neuron.yale.edu/neuron/static/docs/cbtut/pt3d/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
87 +* [[mGluR example>>https://neuron.yale.edu/neuron/docs/mglur-example||rel="noopener noreferrer" target="_blank"]] (advanced)
88 +* [[ModelView: Compact display of parameters for NEURON models.>>https://neuron.yale.edu/neuron/static/papers/mview/modelviewhbp2004.html||rel="noopener noreferrer" target="_blank"]] (advanced)
89 +* [[Python introduction>>https://neuron.yale.edu/neuron/docs/python-introduction||rel="noopener noreferrer" target="_blank"]] (advanced)
90 +* [[Randomness in NEURON models>>https://neuron.yale.edu/neuron/docs/randomness-neuron-models||rel="noopener noreferrer" target="_blank"]] (advanced)
91 +* [[Reaction-Diffusion>>https://neuron.yale.edu/neuron/docs/reaction-diffusion||rel="noopener noreferrer" target="_blank"]] (advanced)
92 +* [[Reaction-Diffusion: Calcium Wave>>https://neuron.yale.edu/neuron/docs/reaction-diffusion-calcium-wave||rel="noopener noreferrer" target="_blank"]] (advanced)
93 +* [[Reaction-Diffusion: Thresholds>>https://neuron.yale.edu/neuron/docs/reaction-diffusion-thresholds||rel="noopener noreferrer" target="_blank"]] (advanced)
94 +* [[Reaction-Diffusion: varying initial concentrations and parameters>>https://neuron.yale.edu/neuron/docs/reaction-diffusion-varying-initial-concentrations-and-parameters||rel="noopener noreferrer" target="_blank"]] (advanced)
95 +* [[Reading a morphometric data file and converting it to a NEURON model>>https://neuron.yale.edu/neuron/docs/import3d/read_data||rel="noopener noreferrer" target="_blank"]] (advanced)
96 +* [[RxD with MOD files>>https://neuron.yale.edu/neuron/docs/rxd-mod-files||rel="noopener noreferrer" target="_blank"]] (advanced)
97 +* [[Scripting NEURON basics>>https://neuron.yale.edu/neuron/docs/scripting-neuron-basics||rel="noopener noreferrer" target="_blank"]] (advanced)
98 +* [[Segmenting a simulation of a model cell>>https://neuron.yale.edu/neuron/docs/segmenting-simulation-model-cell||rel="noopener noreferrer" target="_blank"]] (advanced)
99 +* [[Segmenting a simulation of a model network>>https://neuron.yale.edu/neuron/docs/segmenting-simulation-model-network||rel="noopener noreferrer" target="_blank"]] (advanced)
100 +* [[Source code that demonstrates the solution>>https://neuron.yale.edu/neuron/docs/source-code-demonstrates-solution||rel="noopener noreferrer" target="_blank"]] (advanced)
101 +* [[Specifying parameterized variation of biophysical properties>>https://neuron.yale.edu/neuron/static/docs/cbtut/parameterized/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
102 +* [[The solution>>https://neuron.yale.edu/neuron/docs/solution||rel="noopener noreferrer" target="_blank"]] (advanced)
103 +* [[Tutorial 1 : Fitting a function to data>>https://neuron.yale.edu/neuron/static/docs/optimiz/func/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
104 +* [[Tutorial 1: Making Networks of Artificial Neurons>>https://neuron.yale.edu/neuron/static/docs/netbuild/artnet/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
105 +* [[Tutorial 2 : Fitting a model to data>>https://neuron.yale.edu/neuron/static/docs/optimiz/model/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
106 +* [[Tutorial 2: Making Hybrid Nets>>https://neuron.yale.edu/neuron/static/docs/netbuild/hybrid/outline.html||rel="noopener noreferrer" target="_blank"]] (advanced)
107 +* [[Using Import3D>>https://neuron.yale.edu/neuron/docs/import3d||rel="noopener noreferrer" target="_blank"]] (advanced)
108 +* [[Using NEURON's Optimization Tools>>https://neuron.yale.edu/neuron/static/docs/optimiz/main.html||rel="noopener noreferrer" target="_blank"]] (advanced)
101 101  
102 102  == Neurorobotics Platform ==
103 103  
104 -* [[Drag and drop experiment set up with multiple robots>>https://youtu.be/VF3xd3mXTqY||rel=" noopener noreferrer" target="_blank"]] (beginner)
112 +* [[Drag and drop experiment set up with multiple robots>>https://youtu.be/VF3xd3mXTqY||rel="noopener noreferrer" target="_blank"]] (beginner)
105 105  
106 106  == PyNN ==
107 107  
108 -* [[Building and simulating a simple model>>https://youtu.be/zBLNfJiEvRc||rel=" noopener noreferrer" target="_blank"]] (beginner)
109 -* [[Installing PyNN on a Linux system>>https://youtu.be/BZB7xKUK8Vc||rel=" noopener noreferrer" target="_blank"]] (beginner)
116 +* [[Building and simulating a simple model>>https://youtu.be/zBLNfJiEvRc||rel="noopener noreferrer" target="_blank"]] (beginner)
117 +* [[Installing PyNN on a Linux system>>https://youtu.be/BZB7xKUK8Vc||rel="noopener noreferrer" target="_blank"]] (beginner)
110 110  
111 111  == The Virtual Brain ==
112 112  
113 -* [[Building Your Own Brain Network Model>>https://docs.thevirtualbrain.org/tutorials/tutorial_1_BuildingYourOwnBrainNetworkModel.html#tutorial-1-buildingyourownbrainnetworkmodel||rel=" noopener noreferrer" target="_blank"]] (beginner)
114 -* [[Getting Started>>https://docs.thevirtualbrain.org/tutorials/tutorial_0_GettingStarted.html#tutorial-0-gettingstarted||rel=" noopener noreferrer" target="_blank"]] (beginner)
115 -* [[My first simulation with The Virtual Brain>>https://youtu.be/326iA14UVzY||rel=" noopener noreferrer" target="_blank"]] (beginner)
116 -* [[Population Models in The Virtual Brain (TVB) and the Phase Plane>>https://youtu.be/Zo0HGwLHN3E||rel=" noopener noreferrer" target="_blank"]] (beginner)
117 -* [[Brain stimulation in The Virtual Brain>>https://youtu.be/mskxBYKoeq0||rel=" noopener noreferrer" target="_blank"]] (advanced)
118 -* [[Clinical Applications - Stroke Recovery & Dementia>>https://youtu.be/ZA2UuHZiPnM||rel=" noopener noreferrer" target="_blank"]] (advanced)
119 -* [[Evoked Responses in the Visual Cortex>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s4_EvokedResponsesInTheVisualCortex.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
120 -* [[Exploring a model>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s3_exploring_a_model.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
121 -* [[Hands-On: Modeling stroke brain>>https://youtu.be/BDj9MLpt0io||rel=" noopener noreferrer" target="_blank"]] (advanced)
122 -* [[Human Brain Project (HBP) TVB-NEST co-simulation>>https://youtu.be/dUuQe_SI5lE||rel=" noopener noreferrer" target="_blank"]] (advanced)
123 -* [[Import Virtual Brain ready data into TVB and create a brain model>>https://youtu.be/OEOCFyiJgBM||rel=" noopener noreferrer" target="_blank"]] (advanced)
124 -* [[Integrated workflows: Image processing pipeline>>https://youtu.be/uUkq0K-xM0Q||rel=" noopener noreferrer" target="_blank"]] (advanced)
125 -* [[Modeling brain dynamics in brain tumor patients using The Virtual Brain>>https://youtu.be/t9xyoHxTAmQ||rel=" noopener noreferrer" target="_blank"]] (advanced)
126 -* [[Modeling Epilepsy>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s6_ModelingEpilepsy.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
127 -* [[Modelling Epilepsy with The Virtual Brain>>https://youtu.be/YrSxnMo6Lr8||rel=" noopener noreferrer" target="_blank"]] (advanced)
128 -* [[Region simulation tutorial>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s1_region_simulation.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
129 -* [[Resting State Networks>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s5_ModelingRestingStateNetworks.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
130 -* [[Simulating The Virtual Mouse Brain (TVMB)>>https://youtu.be/gxhJku8KRYY||rel=" noopener noreferrer" target="_blank"]] (advanced)
131 -* [[Simulating The Virtual Mouse Brain (TVMB) (Copy)>>https://youtu.be/gxhJku8KRYY||rel=" noopener noreferrer" target="_blank"]] (advanced)
132 -* [[Surface simulation tutorial>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s2_surface_simulation.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
133 -* [[Surface-based simulations and deep brain stimulations>>https://youtu.be/ZXLrvHc24xE||rel=" noopener noreferrer" target="_blank"]] (advanced)
134 -* [[The Bayesian Virtual Epileptic Patient (BVEP)>>https://youtu.be/4XghviA_1Uk||rel=" noopener noreferrer" target="_blank"]] (advanced)
135 -* [[TVB to NEST multi-scale simulation>>https://youtu.be/PppyGzWUxuE||rel=" noopener noreferrer" target="_blank"]] (advanced)
121 +* [[Building Your Own Brain Network Model>>https://docs.thevirtualbrain.org/tutorials/tutorial_1_BuildingYourOwnBrainNetworkModel.html#tutorial-1-buildingyourownbrainnetworkmodel||rel="noopener noreferrer" target="_blank"]] (beginner)
122 +* [[Getting Started>>https://docs.thevirtualbrain.org/tutorials/tutorial_0_GettingStarted.html#tutorial-0-gettingstarted||rel="noopener noreferrer" target="_blank"]] (beginner)
123 +* [[My first simulation with The Virtual Brain>>https://youtu.be/326iA14UVzY||rel="noopener noreferrer" target="_blank"]] (beginner)
124 +* [[Population Models in The Virtual Brain (TVB) and the Phase Plane>>https://youtu.be/Zo0HGwLHN3E||rel="noopener noreferrer" target="_blank"]] (beginner)
125 +* [[Brain stimulation in The Virtual Brain>>https://youtu.be/mskxBYKoeq0||rel="noopener noreferrer" target="_blank"]] (advanced)
126 +* [[Clinical Applications - Stroke Recovery & Dementia>>https://youtu.be/ZA2UuHZiPnM||rel="noopener noreferrer" target="_blank"]] (advanced)
127 +* [[Evoked Responses in the Visual Cortex>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s4_EvokedResponsesInTheVisualCortex.ipynb||rel="noopener noreferrer" target="_blank"]] (advanced)
128 +* [[Exploring a model>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s3_exploring_a_model.ipynb||rel="noopener noreferrer" target="_blank"]] (advanced)
129 +* [[Hands-On: Modeling stroke brain>>https://youtu.be/BDj9MLpt0io||rel="noopener noreferrer" target="_blank"]] (advanced)
130 +* [[Human Brain Project (HBP) TVB-NEST co-simulation>>https://youtu.be/dUuQe_SI5lE||rel="noopener noreferrer" target="_blank"]] (advanced)
131 +* [[Import Virtual Brain ready data into TVB and create a brain model>>https://youtu.be/OEOCFyiJgBM||rel="noopener noreferrer" target="_blank"]] (advanced)
132 +* [[Integrated workflows: Image processing pipeline>>https://youtu.be/uUkq0K-xM0Q||rel="noopener noreferrer" target="_blank"]] (advanced)
133 +* [[Modeling brain dynamics in brain tumor patients using The Virtual Brain>>https://youtu.be/t9xyoHxTAmQ||rel="noopener noreferrer" target="_blank"]] (advanced)
134 +* [[Modeling Epilepsy>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s6_ModelingEpilepsy.ipynb||rel="noopener noreferrer" target="_blank"]] (advanced)
135 +* [[Modelling Epilepsy with The Virtual Brain>>https://youtu.be/YrSxnMo6Lr8||rel="noopener noreferrer" target="_blank"]] (advanced)
136 +* [[Region simulation tutorial>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s1_region_simulation.ipynb||rel="noopener noreferrer" target="_blank"]] (advanced)
137 +* [[Resting State Networks>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s5_ModelingRestingStateNetworks.ipynb||rel="noopener noreferrer" target="_blank"]] (advanced)
138 +* [[Simulating The Virtual Mouse Brain (TVMB)>>https://youtu.be/gxhJku8KRYY||rel="noopener noreferrer" target="_blank"]] (advanced)
139 +* [[Simulating The Virtual Mouse Brain (TVMB) (Copy)>>https://youtu.be/gxhJku8KRYY||rel="noopener noreferrer" target="_blank"]] (advanced)
140 +* [[Surface simulation tutorial>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s2_surface_simulation.ipynb||rel="noopener noreferrer" target="_blank"]] (advanced)
141 +* [[Surface-based simulations and deep brain stimulations>>https://youtu.be/ZXLrvHc24xE||rel="noopener noreferrer" target="_blank"]] (advanced)
142 +* [[The Bayesian Virtual Epileptic Patient (BVEP)>>https://youtu.be/4XghviA_1Uk||rel="noopener noreferrer" target="_blank"]] (advanced)
143 +* [[TVB to NEST multi-scale simulation>>https://youtu.be/PppyGzWUxuE||rel="noopener noreferrer" target="_blank"]] (advanced)
136 136  
137 137  == VoluBA ==
138 138  
139 -* [[Anchoring partial volumetric data to BigBrain using VoluBA>>https://youtu.be/l_7ILe6_2Cs||rel=" noopener noreferrer" target="_blank"]] (-)
147 +* [[Anchoring partial volumetric data to BigBrain using VoluBA>>https://youtu.be/l_7ILe6_2Cs||rel="noopener noreferrer" target="_blank"]] (-)
140 140  
141 141  == ilastik ==
142 142  
143 -* [[Boundary-based segmentation with Multicut>>https://youtu.be/leuTtIAmEwE||rel=" noopener noreferrer" target="_blank"]] (advanced)
144 -* [[Carving Workflow>>https://youtu.be/xGyTriPQXHI||rel=" noopener noreferrer" target="_blank"]] (advanced)
145 -* [[Cell Density Counting Workflow>>https://youtu.be/N-QhiTWVDmk||rel=" noopener noreferrer" target="_blank"]] (advanced)
146 -* [[EBRAINS Atlases - QUINT workflow Tutorial>>https://youtu.be/n-gQigcGMJ0||rel=" noopener noreferrer" target="_blank"]] (advanced)
147 -* [[Object Classification>>https://youtu.be/SQeRGvHeT3o||rel=" noopener noreferrer" target="_blank"]] (advanced)
148 -* [[Pixel Classification workflow>>https://youtu.be/5N0XYW9gRZY||rel=" noopener noreferrer" target="_blank"]] (advanced)
149 -* [[Tracking MaMuT Export>>https://youtu.be/kjVqWSSdDmU||rel=" noopener noreferrer" target="_blank"]] (advanced)
150 -* [[Tracking workflow>>https://youtu.be/bZoWx2FuT08||rel=" noopener noreferrer" target="_blank"]] (advanced)
151 +* [[Boundary-based segmentation with Multicut>>https://youtu.be/leuTtIAmEwE||rel="noopener noreferrer" target="_blank"]] (advanced)
152 +* [[Carving Workflow>>https://youtu.be/xGyTriPQXHI||rel="noopener noreferrer" target="_blank"]] (advanced)
153 +* [[Cell Density Counting Workflow>>https://youtu.be/N-QhiTWVDmk||rel="noopener noreferrer" target="_blank"]] (advanced)
154 +* [[EBRAINS Atlases - QUINT workflow Tutorial>>https://youtu.be/n-gQigcGMJ0||rel="noopener noreferrer" target="_blank"]] (advanced)
155 +* [[Object Classification>>https://youtu.be/SQeRGvHeT3o||rel="noopener noreferrer" target="_blank"]] (advanced)
156 +* [[Pixel Classification workflow>>https://youtu.be/5N0XYW9gRZY||rel="noopener noreferrer" target="_blank"]] (advanced)
157 +* [[Tracking MaMuT Export>>https://youtu.be/kjVqWSSdDmU||rel="noopener noreferrer" target="_blank"]] (advanced)
158 +* [[Tracking workflow>>https://youtu.be/bZoWx2FuT08||rel="noopener noreferrer" target="_blank"]] (advanced)