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Last modified by abonard on 2025/05/23 13:23
From version 23.1
edited by adavison
on 2023/02/27 16:52
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To version 5.1
edited by adavison
on 2023/01/27 10:32
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Summary

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1 -Tools and services tutorials
1 +Tutorial Index
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1 -Collabs.documentation.WebHome
1 +Main.WebHome
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1 -(% class="box infomessage" id="welcome" style="text-align: center;" %)
2 -(((
3 -Welcome to the single entry point to tutorials for EBRAINS tools and services.
4 -Here, you can find a list of EBRAINS offerings, sorted by topic, and links to their tutorials.
5 -)))
1 +== Arbor ==
6 6  
7 -Some of the tutorials can also be accessed via the [[EBRAINS YouTube channel>>https://www.youtube.com/channel/UC6E796cVVR5Xrs2A5jJmleQ]].
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)
8 8  
17 +== Electrophysiology Analysis Toolkit ==
9 9  
10 -=== Brain atlases ===
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)
11 11  
12 -**[[VoluBA>>doc:.VoluBA.WebHome]]**
27 +== NEST ==
13 13  
14 -=== Data analysis ===
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)
15 15  
16 -**[[Brainstorm>>doc:.Brainstorm.WebHome]]**
17 -**[[Electrophysiology Analysis Toolkit>>doc:.Electrophysiology Analysis Toolkit.WebHome]]**
18 -**[[ilastik>>doc:.ilastik.WebHome]]**
41 +== PyNN ==
19 19  
20 -=== Simulation ===
43 +* [[Building and simulating a simple model>>https://youtu.be/zBLNfJiEvRc||rel=" noopener noreferrer" target="_blank"]] (beginner)
44 +* [[Installing PyNN on a Linux system>>https://youtu.be/BZB7xKUK8Vc||rel=" noopener noreferrer" target="_blank"]] (beginner)
21 21  
22 -**[[Arbor>>doc:.Arbor.WebHome]]**
23 -**[[BluePyMM>>doc:.BluePyMM.WebHome]]**
24 -**[[BluePyOpt>>doc:.BluePyOpt.WebHome]]**
25 -**[[Hodgkin Huxley Neuron Builder>>doc:.Hodgkin Huxley Neuron Builder.WebHome]]**
26 -**[[NEST>>doc:.NEST.WebHome]]**
27 -**[[NESTML>>doc:.NESTML.WebHome]]**
28 -**[[Neuron>>doc:.Neuron.WebHome]]**
29 -**[[PyNN>>doc:.PyNN.WebHome]]**
30 -**[[The Virtual Brain>>doc:.The Virtual Brain.WebHome]]**
46 +== The Virtual Brain ==
31 31  
32 -=== Neurorobotics ===
48 +* [[Building Your Own Brain Network Model>>https://docs.thevirtualbrain.org/tutorials/tutorial_1_BuildingYourOwnBrainNetworkModel.html#tutorial-1-buildingyourownbrainnetworkmodel||rel=" noopener noreferrer" target="_blank"]] (beginner)
49 +* [[Getting Started>>https://docs.thevirtualbrain.org/tutorials/tutorial_0_GettingStarted.html#tutorial-0-gettingstarted||rel=" noopener noreferrer" target="_blank"]] (beginner)
50 +* [[My first simulation with The Virtual Brain>>https://youtu.be/326iA14UVzY||rel=" noopener noreferrer" target="_blank"]] (beginner)
51 +* [[Population Models in The Virtual Brain (TVB) and the Phase Plane>>https://youtu.be/Zo0HGwLHN3E||rel=" noopener noreferrer" target="_blank"]] (beginner)
52 +* [[Brain stimulation in The Virtual Brain>>https://youtu.be/mskxBYKoeq0||rel=" noopener noreferrer" target="_blank"]] (advanced)
53 +* [[Clinical Applications - Stroke Recovery & Dementia>>https://youtu.be/ZA2UuHZiPnM||rel=" noopener noreferrer" target="_blank"]] (advanced)
54 +* [[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)
55 +* [[Exploring a model>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s3_exploring_a_model.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
56 +* [[Hands-On: Modeling stroke brain>>https://youtu.be/BDj9MLpt0io||rel=" noopener noreferrer" target="_blank"]] (advanced)
57 +* [[Human Brain Project (HBP) TVB-NEST co-simulation>>https://youtu.be/dUuQe_SI5lE||rel=" noopener noreferrer" target="_blank"]] (advanced)
58 +* [[Import Virtual Brain ready data into TVB and create a brain model>>https://youtu.be/OEOCFyiJgBM||rel=" noopener noreferrer" target="_blank"]] (advanced)
59 +* [[Integrated workflows: Image processing pipeline>>https://youtu.be/uUkq0K-xM0Q||rel=" noopener noreferrer" target="_blank"]] (advanced)
60 +* [[Modeling brain dynamics in brain tumor patients using The Virtual Brain>>https://youtu.be/t9xyoHxTAmQ||rel=" noopener noreferrer" target="_blank"]] (advanced)
61 +* [[Modeling Epilepsy>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s6_ModelingEpilepsy.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
62 +* [[Modelling Epilepsy with The Virtual Brain>>https://youtu.be/YrSxnMo6Lr8||rel=" noopener noreferrer" target="_blank"]] (advanced)
63 +* [[Region simulation tutorial>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s1_region_simulation.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
64 +* [[Resting State Networks>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s5_ModelingRestingStateNetworks.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
65 +* [[Simulating The Virtual Mouse Brain (TVMB)>>https://youtu.be/gxhJku8KRYY||rel=" noopener noreferrer" target="_blank"]] (advanced)
66 +* [[Simulating The Virtual Mouse Brain (TVMB) (Copy)>>https://youtu.be/gxhJku8KRYY||rel=" noopener noreferrer" target="_blank"]] (advanced)
67 +* [[Surface simulation tutorial>>https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s2_surface_simulation.ipynb||rel=" noopener noreferrer" target="_blank"]] (advanced)
68 +* [[Surface-based simulations and deep brain stimulations>>https://youtu.be/ZXLrvHc24xE||rel=" noopener noreferrer" target="_blank"]] (advanced)
69 +* [[The Bayesian Virtual Epileptic Patient (BVEP)>>https://youtu.be/4XghviA_1Uk||rel=" noopener noreferrer" target="_blank"]] (advanced)
70 +* [[TVB to NEST multi-scale simulation>>https://youtu.be/PppyGzWUxuE||rel=" noopener noreferrer" target="_blank"]] (advanced)
33 33  
34 -**[[Neurorobotics Platform>>doc:.Neurorobotics Platform.WebHome]]**
72 +== VoluBA ==
35 35  
36 -=== Medical data analytics ===
37 -
38 -**[[Bids Manager & Pipeline>>doc:.Bids Manager & Pipeline.WebHome]]**
74 +* [[Anchoring partial volumetric data to BigBrain using VoluBA>>https://youtu.be/l_7ILe6_2Cs||rel=" noopener noreferrer" target="_blank"]] (-)