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Last modified by abonard on 2025/05/23 13:23
From version 2.1
edited by adavison
on 2023/01/25 11:44
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To version 21.1
edited by adavison
on 2023/02/27 16:46
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Summary

Details

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Title
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1 -Tutorial Index
1 +Tools and services tutorials
Parent
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1 -Main.WebHome
1 +Collabs.documentation.WebHome
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1 -This page is in development. Once ready it will be moved to a public location.
2 2  
3 -~== Arbor ==
2 +(% class="box infomessage" id="welcome" style="text-align: center;" %)
3 +(((
4 +Welcome to the single entry point to tutorials for EBRAINS tools and services.
5 +Here, you can find a list of EBRAINS offerings, sorted by topic, and links to their tutorials.
6 +)))
4 4  
5 -~* ~[~[Arbor: A detailed single cell model>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/single_cell_detailed.html||rel="noopener noreferrer" target="_blank"]]
6 -~* ~[~[Arbor: A detailed single cell recipe>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/single_cell_detailed_recipe.html||rel="noopener noreferrer" target="_blank"]]
7 -~* ~[~[Arbor: A ring network>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/network_ring.html||rel="noopener noreferrer" target="_blank"]]
8 -~* ~[~[Arbor: A simple dendrite>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/single_cell_cable.html||rel="noopener noreferrer" target="_blank"]]
9 -~* ~[~[Arbor: A simple single cell model>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/single_cell_model.html||rel="noopener noreferrer" target="_blank"]]
10 -~* ~[~[Arbor: A simple single cell recipe>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/single_cell_recipe.html||rel="noopener noreferrer" target="_blank"]]
11 -~* ~[~[Arbor: 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"]]
12 -~* ~[~[Arbor: 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"]]
13 -~* ~[~[Arbor: Distributed ring network (MPI)>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/network_ring_mpi.html||rel="noopener noreferrer" target="_blank"]]
14 -~* ~[~[Arbor: Extracellular signals (LFPykit)>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/probe_lfpykit.html||rel="noopener noreferrer" target="_blank"]]
15 -~* ~[~[Arbor: GPU and profiling>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/network_ring_gpu.html||rel="noopener noreferrer" target="_blank"]]
16 -~* ~[~[Arbor: Spike Timing-dependent Plasticity Curve>>https:~/~/docs.arbor-sim.org/en/stable/tutorial/calcium_stdp_curve.html||rel="noopener noreferrer" target="_blank"]]
17 -~* ~[~[Arbor: 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"]]
8 +Some of the tutorials can also be accessed via the [[EBRAINS YouTube channel>>https://www.youtube.com/channel/UC6E796cVVR5Xrs2A5jJmleQ]].
18 18  
19 -~== Electrophysiology Analysis Toolkit ==
20 20  
21 -~* ~[~[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"]]
22 -~* ~[~[Gaussian Process Factor Analysis>>https:~/~/elephant.readthedocs.io/en/latest/tutorials/gpfa.html||rel="noopener noreferrer" target="_blank"]]
23 -~* ~[~[Parallel>>https:~/~/elephant.readthedocs.io/en/latest/tutorials/parallel.html||rel="noopener noreferrer" target="_blank"]]
24 -~* ~[~[Spike Pattern Detection and Evaluation (SPADE)>>https:~/~/elephant.readthedocs.io/en/latest/tutorials/spade.html||rel="noopener noreferrer" target="_blank"]]
25 -~* ~[~[Statistics of spike trains>>https:~/~/elephant.readthedocs.io/en/latest/tutorials/statistics.html||rel="noopener noreferrer" target="_blank"]]
26 -~* ~[~[The Unitary Events Analysis>>https:~/~/elephant.readthedocs.io/en/latest/tutorials/unitary_event_analysis.html||rel="noopener noreferrer" target="_blank"]]
27 -~* ~[~[Time-domain Granger Causality>>https:~/~/elephant.readthedocs.io/en/latest/tutorials/granger_causality.html||rel="noopener noreferrer" target="_blank"]]
11 +=== Brain atlases ===
28 28  
29 -~== PyNN ==
13 +|**[[VoluBA>>doc:.VoluBA.WebHome]]**
30 30  
31 -~* ~[~[Building and simulating a simple model>>https:~/~/youtu.be/zBLNfJiEvRc||rel="noopener noreferrer" target="_blank"]]
32 -~* ~[~[Installing PyNN on a Linux system>>https:~/~/youtu.be/BZB7xKUK8Vc||rel="noopener noreferrer" target="_blank"]]
33 33  
34 -~== VoluBA ==
16 +=== Data analysis ===
35 35  
36 -~* ~[~[Day 2 - 02. VoluBA (Sebastian Bludau)>>https:~/~/youtu.be/l_7ILe6_2Cs||rel="noopener noreferrer" target="_blank"]]
18 +|**[[Brainstorm>>doc:.Brainstorm.WebHome]]**
19 +|**[[Electrophysiology Analysis Toolkit>>doc:.Electrophysiology Analysis Toolkit.WebHome]]**
20 +|**[[ilastik>>doc:.ilastik.WebHome]]**
37 37  
38 -~== The Virtual Brain ==
39 39  
40 -~* ~[~[TVB: Brain stimulation in The Virtual Brain>>https:~/~/youtu.be/mskxBYKoeq0||rel="noopener noreferrer" target="_blank"]]
41 -~* ~[~[TVB: Building Your Own Brain Network Model>>https:~/~/docs.thevirtualbrain.org/tutorials/tutorial_1_BuildingYourOwnBrainNetworkModel.html#tutorial-1-buildingyourownbrainnetworkmodel||rel="noopener noreferrer" target="_blank"]]
42 -~* ~[~[TVB: Clinical Applications - Stroke Recovery & Dementia>>https:~/~/youtu.be/ZA2UuHZiPnM||rel="noopener noreferrer" target="_blank"]]
43 -~* ~[~[TVB: Evoked Responses in the Visual Cortex>>https:~/~/nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s4_EvokedResponsesInTheVisualCortex.ipynb||rel="noopener noreferrer" target="_blank"]]
44 -~* ~[~[TVB: Exploring a model>>https:~/~/nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s3_exploring_a_model.ipynb||rel="noopener noreferrer" target="_blank"]]
45 -~* ~[~[TVB: Getting Started>>https:~/~/docs.thevirtualbrain.org/tutorials/tutorial_0_GettingStarted.html#tutorial-0-gettingstarted||rel="noopener noreferrer" target="_blank"]]
46 -~* ~[~[TVB: Hands-On: Modeling stroke brain>>https:~/~/youtu.be/BDj9MLpt0io||rel="noopener noreferrer" target="_blank"]]
47 -~* ~[~[TVB: Human Brain Project (HBP) TVB-NEST co-simulation>>https:~/~/youtu.be/dUuQe_SI5lE||rel="noopener noreferrer" target="_blank"]]
48 -~* ~[~[TVB: Import Virtual Brain ready data into TVB and create a brain model>>https:~/~/youtu.be/OEOCFyiJgBM||rel="noopener noreferrer" target="_blank"]]
49 -~* ~[~[TVB: Integrated workflows: Image processing pipeline>>https:~/~/youtu.be/uUkq0K-xM0Q||rel="noopener noreferrer" target="_blank"]]
50 -~* ~[~[TVB: Modeling brain dynamics in brain tumor patients using The Virtual Brain>>https:~/~/youtu.be/t9xyoHxTAmQ||rel="noopener noreferrer" target="_blank"]]
51 -~* ~[~[TVB: Modeling Epilepsy>>https:~/~/nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s6_ModelingEpilepsy.ipynb||rel="noopener noreferrer" target="_blank"]]
52 -~* ~[~[TVB: Modelling Epilepsy with The Virtual Brain>>https:~/~/youtu.be/YrSxnMo6Lr8||rel="noopener noreferrer" target="_blank"]]
53 -~* ~[~[TVB: My first simulation with The Virtual Brain>>https:~/~/youtu.be/326iA14UVzY||rel="noopener noreferrer" target="_blank"]]
54 -~* ~[~[TVB: Population Models in The Virtual Brain (TVB) and the Phase Plane>>https:~/~/youtu.be/Zo0HGwLHN3E||rel="noopener noreferrer" target="_blank"]]
55 -~* ~[~[TVB: Region simulation tutorial>>https:~/~/nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s1_region_simulation.ipynb||rel="noopener noreferrer" target="_blank"]]
56 -~* ~[~[TVB: Resting State Networks>>https:~/~/nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s5_ModelingRestingStateNetworks.ipynb||rel="noopener noreferrer" target="_blank"]]
57 -~* ~[~[TVB: Simulating The Virtual Mouse Brain (TVMB)>>https:~/~/youtu.be/gxhJku8KRYY||rel="noopener noreferrer" target="_blank"]]
58 -~* ~[~[TVB: Simulating The Virtual Mouse Brain (TVMB) (Copy)>>https:~/~/youtu.be/gxhJku8KRYY||rel="noopener noreferrer" target="_blank"]]
59 -~* ~[~[TVB: Surface simulation tutorial>>https:~/~/nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/tutorials/tutorial_s2_surface_simulation.ipynb||rel="noopener noreferrer" target="_blank"]]
60 -~* ~[~[TVB: Surface-based simulations and deep brain stimulations>>https:~/~/youtu.be/ZXLrvHc24xE||rel="noopener noreferrer" target="_blank"]]
61 -~* ~[~[TVB: The Bayesian Virtual Epileptic Patient (BVEP)>>https:~/~/youtu.be/4XghviA_1Uk||rel="noopener noreferrer" target="_blank"]]
62 -~* ~[~[TVB: TVB to NEST multi-scale simulation>>https:~/~/youtu.be/PppyGzWUxuE||rel="noopener noreferrer" target="_blank"]]
23 +=== Simulation ===
24 +
25 +|**[[Arbor>>doc:.Arbor.WebHome]]**
26 +|**[[BluePyMM>>doc:.BluePyMM.WebHome]]**
27 +|**[[BluePyOpt>>doc:.BluePyOpt.WebHome]]**
28 +|**[[Hodgkin Huxley Neuron Builder>>doc:.Hodgkin Huxley Neuron Builder.WebHome]]**
29 +|**[[NEST>>doc:.NEST.WebHome]]**
30 +|**[[NESTML>>doc:.NESTML.WebHome]]**
31 +|**[[Neuron>>doc:.Neuron.WebHome]]**
32 +|**[[PyNN>>doc:.PyNN.WebHome]]**
33 +|**[[The Virtual Brain>>doc:.The Virtual Brain.WebHome]]**
34 +
35 +
36 +=== Neurorobotics ===
37 +
38 +|**[[Neurorobotics Platform>>doc:.Neurorobotics Platform.WebHome]]**
39 +
40 +
41 +=== Medical data analytics ===
42 +
43 +|**[[Bids Manager & Pipeline>>doc:.Bids Manager & Pipeline.WebHome]]**
44 +