Difference between revisions of "Neural aesthetics"

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(Recent debates on artificial intelligence in the humanities and social sciences)
(2018)
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* [http://aiiacph.com/ Artificial Intelligence / Intelligent Art: Student Conference on Art], Copenhagen University, Copenhagen, 1-2 Oct 2018.
 
* [http://aiiacph.com/ Artificial Intelligence / Intelligent Art: Student Conference on Art], Copenhagen University, Copenhagen, 1-2 Oct 2018.
 
* [https://www.serpentinegalleries.org/exhibitions-events/pierre-huyghe-uumwelt Pierre Huyghe: UUmwelt] exhibition, Serpentine Galleries, London, 3 Oct 2018-10 Feb 2019. [https://www.serpentinegalleries.org/files/downloads/1615.serp_pierre_huyghe_guide_final.pdf Exhibition guide]. [https://www.theguardian.com/artanddesign/2018/oct/02/pierre-huyghe-serpentine-gallery-london Interview] (Guardian).
 
* [https://www.serpentinegalleries.org/exhibitions-events/pierre-huyghe-uumwelt Pierre Huyghe: UUmwelt] exhibition, Serpentine Galleries, London, 3 Oct 2018-10 Feb 2019. [https://www.serpentinegalleries.org/files/downloads/1615.serp_pierre_huyghe_guide_final.pdf Exhibition guide]. [https://www.theguardian.com/artanddesign/2018/oct/02/pierre-huyghe-serpentine-gallery-london Interview] (Guardian).
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* [http://miller-ica.cmu.edu/exhibitions/#48/paradox-the-body-in-the-age-of-ai Paradox: The Body in the Age of AI], exhibition, Miller Institute for Contemporary Art/Carnegie Mellon University, Pittsburgh, 5 Oct 2018-3 Feb 2019. Curated by Elizabeth Chodos.
 
* [https://www.coe.int/en/web/portal/-/e-relevance-of-culture-in-the-age-of-ai E-relevance of Culture in the Age of AI], expert seminar, Rijeka, Croatia, 12-13 Oct 2018. Organised in the framework of the Croatian Chairmanship of the Committee of Ministers of the Council of Europe. [https://vimeo.com/297905784 Video testimonials].
 
* [https://www.coe.int/en/web/portal/-/e-relevance-of-culture-in-the-age-of-ai E-relevance of Culture in the Age of AI], expert seminar, Rijeka, Croatia, 12-13 Oct 2018. Organised in the framework of the Croatian Chairmanship of the Committee of Ministers of the Council of Europe. [https://vimeo.com/297905784 Video testimonials].
 
* [https://state-studio.com/program/2018/art-and-ai-shamans-of-the-digital-renaissance Art and AI: Shamans of the Digital Renaissance], salon and performances, Silent Green, Berlin, 18 Oct 2018.
 
* [https://state-studio.com/program/2018/art-and-ai-shamans-of-the-digital-renaissance Art and AI: Shamans of the Digital Renaissance], salon and performances, Silent Green, Berlin, 18 Oct 2018.
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* [https://www.post-binary.com/ Post-Binary: A Conference on Artificial Intelligence in Art and Design], Museum Angewandte Kunst, Frankfurt am Main, 10 Nov 2018.
 
* [https://www.post-binary.com/ Post-Binary: A Conference on Artificial Intelligence in Art and Design], Museum Angewandte Kunst, Frankfurt am Main, 10 Nov 2018.
 
* [https://nips2018creativity.github.io/ Machine Learning for Creativity and Design], NIPS 2018 Workshop, Montreal, 8 Dec 2018. Organised by Luba Elliott, Sander Dieleman, Rebecca Fiebrink, Adam Roberts, Jesse Engel, and Tom White.
 
* [https://nips2018creativity.github.io/ Machine Learning for Creativity and Design], NIPS 2018 Workshop, Montreal, 8 Dec 2018. Organised by Luba Elliott, Sander Dieleman, Rebecca Fiebrink, Adam Roberts, Jesse Engel, and Tom White.
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====2019====
 
====2019====
 
* [https://www.cityu.edu.hk/iscma/ Art Machines: International Symposium on Computational Media Art (ISCMA) 2019], School of Creative Media, City University of Hong Kong, Hong Kong, 4-7 Jan 2019. Dir. Richard Allen, co-directors (machine learning and art): Hector Rodriguez, Tomas Laurenzo.
 
* [https://www.cityu.edu.hk/iscma/ Art Machines: International Symposium on Computational Media Art (ISCMA) 2019], School of Creative Media, City University of Hong Kong, Hong Kong, 4-7 Jan 2019. Dir. Richard Allen, co-directors (machine learning and art): Hector Rodriguez, Tomas Laurenzo.

Revision as of 16:58, 13 May 2019

Partial results of the "hello world" test of a machine learning algorithm, automated recognition of handwritten digits, showing 125 test cases that the network got wrong. Each case is labeled by the network’s guess. The true classes are arranged in standard scan order. Source: Hinton et al 2006.
Basic structure of a neural network. Several techno-logical forms can be identified in the concept: scansion, that is discretisation or digitisation since the age of radio, TV, etc.; feedback loop, or the basic concept of cybernetics; and network form, here inspired by biological neurons. Diagram by Matteo Pasquinelli with Lukas Rehm, 2017. Source.

A resource on recent work between art/design and artificial neural networks in machine learning.

Related notions: AI art, creative AI, art and artificial intelligence.

Events

2015

  • The Lab at the Google Cultural Institute, Paris, launches a 'machine learning for art' residency, early 2015 - mid-2016. Artists: Mario Klingemann, Cyril Diagne. Talk. Works.
  • DeepDream launched by Google's software engineers Alexander Mordvintsev, Christopher Olah and Mike Tyka, 17 Jun 2015. Reddit post from a day earlier. Vice coverage. Source code.
  • (Artifical Intelligence) Digitale Demenz exhibition, HMKV, Dortmund, 14 Nov 2015-6 Mar 2016. An exhibition exploring the relationship between contemporary art and artificial intelligence. Works by Erik Bünger, John Cale, Brendan Howell, Chris Marker, Julien Prévieux, Suzanne Treister, and !Mediengruppe Bitnik. Curated by Thibaut de Ruyter.

2016

2017

2018

2019

Artists, designers, writers, musicians, makers

Initiatives

Literature, data, resources

Arts practice and criticism

Online galleries and collections

See also exhibitions in the 'Events' section above.

Recent debates on artificial intelligence in the humanities and social sciences

Software

  • Tensorflow, an open source machine learning framework. Developed by the Google Brain team for internal Google use. Released under an open-source license on Nov 2015.
  • ml5.js, an open source machine learning library for the web. Launched Jun 2018.
  • Magenta Studio, a suite of free music-making tools using Magenta's machine learning models. Available as an Ableton plugin or as standalone Electron apps. Launched Nov 2018.
  • Runway, a toolkit that adds artificial intelligence capabilities to design and creative platforms. Built by Cristóbal Valenzuela. First alpha released May 2018.
  • GAN Playground - Explore Generative Adversarial Nets in your Browser, by Reiichiro Nakano, 2017.
  • Magenta demos

Datasets

Courses and textbooks for artists

Textbooks
Video lectures
Introductions
MOOC
Resources

Research papers

Scientific introduction into deep learning

Historization of deep learning


Artists' cultures
or, sets of techniques and practices bringing together communities of artists, makers and writers

Avant-garde and modernist magazines, Artists' publishing, Graphic design, Photography, Typewriter art, Multimedia environments, Design research, Video activism, Urban practices, Zine culture, Demoscene, VJing, Live cinema, Media labs, Cyberfeminism, Community television, Hacktivism, Art servers, Hackerspaces, CD-ROM art, Circuit bending, Pure Data, Media archives, VVVV, Maker culture, Glitch art, Live coding, Locative media, Libre graphics, Electromagnetism, Surf clubs, DIY biology, Post-digital, Neural aesthetics.
See also Art styles and movements.

Software
movements and cultures

Art servers, Circuit bending, Copyright activism, Cypherpunk, Data activism, Demoscene, Digital libraries, DIY biology, File sharing, FLOSS, Game art, Hacker culture, Hackerspaces, Hacktivism, Internet activism, Internet of things, Libre graphics, Live coding, Maker culture, Media archives, Media labs, Net art, Neural aesthetics, Open hardware, Software art, VJing, VVVV.
See also Artists' cultures.