Last modified by abonard on 2025/04/10 15:12
From version 21.1
edited by abonard
on 2025/04/10 15:12
Change comment: There is no comment for this version
To version 32.1
edited by abonard
on 2025/04/10 15:12
Change comment: There is no comment for this version

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2 2  
3 3  * ((( ==== **[[Beginner >>||anchor = "HBeginner-1"]]** ==== )))
4 4  
5 +* ((( ==== **[[Intermediate >>||anchor = "HIntermediate-1"]]** ==== )))
6 +
7 +* ((( ==== **[[Advanced >>||anchor = "HAdvanced-1"]]** ==== )))
8 +
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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44 44  {{html}}
45 45  <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>
46 46  {{/html}}
51 +=== [[Neuromorphic Computing in EBRAINS (brief introduction to SpiNNaker and BrainScaleS)>>https://www.youtube.com/watch?v=zW1UfIccMtY||rel=" noopener noreferrer" target="_blank"]] ===
47 47  
53 +**Level**: beginner(%%) **Type**: video presentation
54 +
55 +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.
56 +{{html}}
57 +<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>
58 +{{/html}}
59 +=== [[BrainScaleS hands on - introduction>>https://flagship.kip.uni-heidelberg.de/jss/HBPm?mI=242&publicVideoID=9246||rel=" noopener noreferrer" target="_blank"]] ===
60 +
61 +**Level**: beginner(%%) **Type**: video tutorial
62 +
63 +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"]] ===
65 +
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}}
120 +=== [[BrainScaleS 2 hands on I - Spiking mode>>https://www.youtube.com/watch?v=89wXZ2ajGeg||rel=" noopener noreferrer" target="_blank"]] ===
121 +
122 +**Level**: advanced(%%) **Type**: video tutorial
123 +
124 +This tutorial will guide you through your first experiments using the BrainScaleS system.
125 +The first part focusses on Spiking Neural Networks and how single neurons behave while the second half will look into matrix multiplication.
126 +{{html}}
127 +<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/89wXZ2ajGeg" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
128 +{{/html}}
129 +=== [[BrainScaleS 2 hands on, matrix multiplication I>>https://www.youtube.com/watch?v=5CRc4n3pUx4||rel=" noopener noreferrer" target="_blank"]] ===
130 +
131 +**Level**: advanced(%%) **Type**: video tutorial
132 +
133 +BrainScaleS-2 is capable of performing multiply-accumulate (MAC) operations within the analog network core. In this tutorial we will go over the principles of matrix multiplication and show you a few examples.
134 +{{html}}
135 +<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/5CRc4n3pUx4" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
136 +{{/html}}
137 +