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3	3	* ((( ==== **[[Beginner >>||anchor = "HBeginner-1"]]** ==== )))
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	5	+* ((( ==== **[[Intermediate >>||anchor = "HIntermediate-1"]]** ==== )))
	6	+
5	5	=== **Beginner** ===
6	6
7	7	=== [[HBP Focus Area - Neuromorphic computing>>https://www.youtube.com/watch?v=VgMK5WRRTH0||rel=" noopener noreferrer" target="_blank"]] ===
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28	28	{{html}}
29	29	<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/907zRDofz7Y&list=PLJ506hQ4g3TiJnL5_UFtRgDFcEV9QNdd1&index=30" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
30	30	{{/html}}
	33	+=== [[An Introduction into Accelerated Analog Neuromorphic Computing with BrainScaleS>>https://www.youtube.com/watch?v=jCN6zYB-DHQ||rel=" noopener noreferrer" target="_blank"]] ===
31	31
	35	+**Level**: beginner(%%) **Type**: video tutorial
	36	+
	37	+Brain-inspired Computing - An Introduction into Accelerated Analog Neuromorphic Computing with BrainScaleS.
	38	+{{html}}
	39	+<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/jCN6zYB-DHQ" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
	40	+{{/html}}
	41	+=== [[Demonstrating BrainScaleS 2 Inter-Chip Pulse Communication using Extoll>>https://www.youtube.com/watch?v=Nfgr6XV8ORA&list=PLJ506hQ4g3TiJnL5_UFtRgDFcEV9QNdd1&index=8||rel=" noopener noreferrer" target="_blank"]] ===
	42	+
	43	+**Level**: beginner(%%) **Type**: video tutorial
	44	+
	45	+In this tutorial you will get a brief overview on how to use the EXTOLL network in BrainScaleS and later get a live demonstration of this setup.
	46	+{{html}}
	47	+<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/Nfgr6XV8ORA&list=PLJ506hQ4g3TiJnL5_UFtRgDFcEV9QNdd1&index=8" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
	48	+{{/html}}
	49	+=== [[Neuromorphic Computing in EBRAINS (brief introduction to SpiNNaker and BrainScaleS)>>https://www.youtube.com/watch?v=zW1UfIccMtY||rel=" noopener noreferrer" target="_blank"]] ===
	50	+
	51	+**Level**: beginner(%%) **Type**: video presentation
	52	+
	53	+Steve Furber giving a brief overview of the neuromorphic compute systems at Heidelberg. Touching upon what is neuromorphic computing and how we can use it.
	54	+{{html}}
	55	+<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/zW1UfIccMtY" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
	56	+{{/html}}
	57	+=== [[BrainScaleS hands on - introduction>>https://flagship.kip.uni-heidelberg.de/jss/HBPm?mI=242&publicVideoID=9246||rel=" noopener noreferrer" target="_blank"]] ===
	58	+
	59	+**Level**: beginner(%%) **Type**: video tutorial
	60	+
	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	+
	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.
	67	+{{html}}
	68	+<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/UM1mhq1bdY4&list=PLJ506hQ4g3TiJnL5_UFtRgDFcEV9QNdd1&index=28" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
	69	+{{/html}}
	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.
	77	+{{html}}
	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>
	79	+{{/html}}
	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.
	90	+{{html}}
	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>
	92	+{{/html}}
	93	+