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3	3	* ((( ==== **[[Beginner >>||anchor = "HBeginner-1"]]** ==== )))
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5		-* ((( ==== **[[Intermediate >>||anchor = "HIntermediate-1"]]** ==== )))
6		-
7	7	=== **Beginner** ===
8	8
9	9	=== [[HBP Focus Area - Neuromorphic computing>>https://www.youtube.com/watch?v=VgMK5WRRTH0||rel=" noopener noreferrer" target="_blank"]] ===
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59	59	**Level**: beginner(%%) **Type**: video tutorial
60	60
61	61	Introduction to the BrainScales Hardware and System and how to execute simple experiments.
62		-=== [[Hands on tutorial BrainScaleS 2 introduction>>https://www.youtube.com/watch?v=UM1mhq1bdY4&list=PLJ506hQ4g3TiJnL5_UFtRgDFcEV9QNdd1&index=28||rel=" noopener noreferrer" target="_blank"]] ===
63	63
64		-**Level**: beginner(%%) **Type**: video tutorial
65		-
66		-After giving a general overview on BrainScaleS-2 and its schematics, we will ttalk about how to handle the topics of time flows, layers, neurons and PyTorch in the system.
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70		-=== **Intermediate** ===
71		-
72		-=== [[BrainScaleS via EBRAINS - from point to structured neurons>>https://www.youtube.com/watch?v=rhyHcAIdkz8||rel=" noopener noreferrer" target="_blank"]] ===
73		-
74		-**Level**: intermediate(%%) **Type**: video tutorial
75		-
76		-After a brief introduction we will look into working with single point neurons and after get to structured neurons.
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78		-<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/rhyHcAIdkz8" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
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80		-=== [[BrainScaleS – Plasticity and structured neurons>>https://flagship.kip.uni-heidelberg.de/jss/HBPm?mI=242&publicVideoID=9248||rel=" noopener noreferrer" target="_blank"]] ===
81		-
82		-**Level**: intermediate(%%) **Type**: video tutorial
83		-
84		-In this tutorial we will look into BrainScaleS-2 embedded general-purpose processors, called PPUs (Plasticity Processing Units). We want to show how the PPUs can be used to rate-code an image in the activity of neurons. Later on, we will define the network topology using the pyNN interface and then define the plasticity rule in C++.
85		-=== [[BrainScaleS: Development Methodologies and Operating System>>https://www.youtube.com/watch?v=MCOF9jPZBps&t=1105s||rel=" noopener noreferrer" target="_blank"]] ===
86		-
87		-**Level**: intermediate(%%) **Type**: video presentation
88		-
89		-We will show you how ti use BrainScaleS for your own experiments and development strategies.
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91		-<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/MCOF9jPZBps&t=1105s" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
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93		-=== [[Closed loop experiments on the BrainScaleS-2 architecture>>https://www.youtube.com/watch?v=9puTeNWJcOY||rel=" noopener noreferrer" target="_blank"]] ===
94		-
95		-**Level**: intermediate(%%) **Type**: video presentation
96		-
97		-We are starting with an introduction to the hybrid BrainScaleS-2 architecture. After that we will look into the topics of the BrainScaleS-2 speed up, Neuromorphic Pong, Navigation in insects, Neural Compass, Neural speed indicators, Neural path integration, Analago-digital neuromorphic insects and PlayPen-2 signal chains.
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99		-<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/9puTeNWJcOY" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
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101		-=== [[Exploring the possibilities of analog neuromorphic computing with BrainScaleS>>https://www.youtube.com/watch?v=iVPB05J39U8&t=1s||rel=" noopener noreferrer" target="_blank"]] ===
102		-
103		-**Level**: intermediate(%%) **Type**: video presentation
104		-
105		-{{html}}
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