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3	3	* ((( ==== **[[Beginner >>||anchor = "HBeginner-1"]]** ==== )))
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	5	+* ((( ==== **[[Intermediate >>||anchor = "HIntermediate-1"]]** ==== )))
	6	+
	7	+* ((( ==== **[[Advanced >>||anchor = "HAdvanced-1"]]** ==== )))
	8	+
5	5	=== **Beginner** ===
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7	7	=== [[HBP Focus Area - Neuromorphic computing>>https://www.youtube.com/watch?v=VgMK5WRRTH0||rel=" noopener noreferrer" target="_blank"]] ===
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57	57	**Level**: beginner(%%) **Type**: video tutorial
58	58
59	59	Introduction to the BrainScales Hardware and System and how to execute simple experiments.
	64	+=== [[Hands on tutorial BrainScaleS 2 introduction>>https://www.youtube.com/watch?v=UM1mhq1bdY4&list=PLJ506hQ4g3TiJnL5_UFtRgDFcEV9QNdd1&index=28||rel=" noopener noreferrer" target="_blank"]] ===
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	66	+**Level**: beginner(%%) **Type**: video tutorial
	67	+
	68	+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.
	69	+{{html}}
	70	+<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>
	71	+{{/html}}
	72	+=== **Intermediate** ===
	73	+
	74	+=== [[BrainScaleS via EBRAINS - from point to structured neurons>>https://www.youtube.com/watch?v=rhyHcAIdkz8||rel=" noopener noreferrer" target="_blank"]] ===
	75	+
	76	+**Level**: intermediate(%%) **Type**: video tutorial
	77	+
	78	+After a brief introduction we will look into working with single point neurons and after get to structured neurons.
	79	+{{html}}
	80	+<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>
	81	+{{/html}}
	82	+=== [[BrainScaleS – Plasticity and structured neurons>>https://flagship.kip.uni-heidelberg.de/jss/HBPm?mI=242&publicVideoID=9248||rel=" noopener noreferrer" target="_blank"]] ===
	83	+
	84	+**Level**: intermediate(%%) **Type**: video tutorial
	85	+
	86	+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++.
	87	+=== [[BrainScaleS: Development Methodologies and Operating System>>https://www.youtube.com/watch?v=MCOF9jPZBps&t=1105s||rel=" noopener noreferrer" target="_blank"]] ===
	88	+
	89	+**Level**: intermediate(%%) **Type**: video presentation
	90	+
	91	+We will show you how ti use BrainScaleS for your own experiments and development strategies.
	92	+{{html}}
	93	+<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>
	94	+{{/html}}
	95	+=== [[Closed loop experiments on the BrainScaleS-2 architecture>>https://www.youtube.com/watch?v=9puTeNWJcOY||rel=" noopener noreferrer" target="_blank"]] ===
	96	+
	97	+**Level**: intermediate(%%) **Type**: video presentation
	98	+
	99	+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.
	100	+{{html}}
	101	+<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>
	102	+{{/html}}
	103	+=== [[Exploring the possibilities of analog neuromorphic computing with BrainScaleS>>https://www.youtube.com/watch?v=iVPB05J39U8&t=1s||rel=" noopener noreferrer" target="_blank"]] ===
	104	+
	105	+**Level**: intermediate(%%) **Type**: video presentation
	106	+
	107	+{{html}}
	108	+<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/iVPB05J39U8&t=1s" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
	109	+{{/html}}
	110	+=== **Advanced** ===
	111	+
	112	+=== [[BrainScaleS 2 hands on, matrix multiplication II>>https://www.youtube.com/watch?v=yhhINbbtjNA||rel=" noopener noreferrer" target="_blank"]] ===
	113	+
	114	+**Level**: advanced(%%) **Type**: video tutorial
	115	+
	116	+In this tutorial we will be looking into the non-spiking mode and the hxtorch-API.
	117	+{{html}}
	118	+<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/yhhINbbtjNA" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
	119	+{{/html}}
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