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Lecturer: Dr. Alexander König | Lecturer: Dr. Alexander König akoenig@media-art-theory.com | ||
Course Site [https://www.mat.education mat.education] | |||
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==English Course Description== | |||
Using a specially designed online learning environment, we first explore the worlds of the cloud in which machine learning (AI) is at home and try to understand its pictorial understanding. This technical excursion is followed by a critical analysis of the topic using selected theoretical writings. At the same time, we will use the process known as Pix2Pix to train neural networks with our own visual condensates, which then crystallize into their structures in the form of learning processes. The resulting condensed crystal can then be used to transfer any visual content into its internal monadic structure. | Using a specially designed online learning environment, we first explore the worlds of the cloud in which machine learning (AI) is at home and try to understand its pictorial understanding. This technical excursion is followed by a critical analysis of the topic using selected theoretical writings. At the same time, we will use the process known as Pix2Pix to train neural networks with our own visual condensates, which then crystallize into their structures in the form of learning processes. The resulting condensed crystal can then be used to transfer any visual content into its internal monadic structure. | ||
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The module consists of three layers: Firstly, it is an introduction to machine learning using GANs and the development of an interactive front end in Touchdesigner that reacts to music. In addition, methods for interdisciplinary cooperation in the sense of the philosophy of Gilbert Simondon are presented and thus, from a creative examination of the topic of AI, positions are developed that enable the students to participate critically and reflectively in the current discourse on AI. | The module consists of three layers: Firstly, it is an introduction to machine learning using GANs and the development of an interactive front end in Touchdesigner that reacts to music. In addition, methods for interdisciplinary cooperation in the sense of the philosophy of Gilbert Simondon are presented and thus, from a creative examination of the topic of AI, positions are developed that enable the students to participate critically and reflectively in the current discourse on AI. | ||
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==How to join / Wo und wann man sich trifft== | |||
The seminar will be held via the specially developed website www.mat.education . After registering for the course and contacting the lecturer at '''akoenig@media-art-theory.com''' , students will receive a password and login | |||
The site [https://www.mat.education mat.education] refers to applications for online teaching, teamwork, programming and video conferencing. | |||
'''We meet each Monday (first meeting on Monday 11.05.2020) at 9.15 and work throughout the day''' | |||
[[File:Kurs_VVZLAYOUT.jpg|800px]] | |||
== Literature== | == Literature== | ||
Coursebook of last years seminar "Learning Machines" <br> | |||
[[Image:CoursebookCover.jpg|150px |link=https://www.media-art-theory.com/documents/Weimar_Coursebook.pdf |alt=Alt text|Cover]] | |||
*Simondon, Gilbert: On the Mode of Existence of Technical Objects | |||
*Zuboff, Shoshana: The Age of Surveillance Capitalism | |||
*Hui, Yuk: On the Existence of Digital Objects | |||
*Marr, David: Vision | |||
*Arthur I. Miller, ''The Artist in the Machine: The World of AI-Powered Creativity'' ISBN 978-0262042857, available [https://ebookcentral.proquest.com/lib/bauhaus/detail.action?docID=5894152 here:] | |||
* Entangled Realities: Living with Artificial Intelligence / Leben mit künstlicher Intelligenz ISBN 978-3856169060 | |||
*Free Online Course: [https://www.kadenze.com/courses/machine-learning-for-musicians-and-artists/info Machine Learning for Artists and Musicians] | *Free Online Course: [https://www.kadenze.com/courses/machine-learning-for-musicians-and-artists/info Machine Learning for Artists and Musicians] | ||
* | * [https://www.uni-weimar.de/kunst-und-gestaltung/wiki/images/Georg_Trogemann_on_Gregory_Bateson_Ecology_of_the_Mind.pdf Georg Trogemann on Gregory Bateson categories of learning] | ||
* [https://www.uni-weimar.de/kunst-und-gestaltung/wiki/File:4-02-Damm.pdf Damm, Trogemann: Algorithms rethought – zum fiktionalen Potential von Software] | |||
[[Category:SS20]] [[Category:Alexander König]] [[Category:Projektmodul]] | [[Category:SS20]] [[Category:Alexander König]] [[Category:Projektmodul]] |