Difference between revisions of "Neural aesthetics"

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(Initiatives)
(Artists, designers, writers, musicians, makers)
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* [http://www.memo.tv/ Memo Akten], [https://twitter.com/memotv @memotv], Istanbul.
 
* [http://www.memo.tv/ Memo Akten], [https://twitter.com/memotv @memotv], Istanbul.
* [https://albertbarque.com/ Albert Barqué-Duran], [https://twitter.com/albertbarque @albertbarque], London, Berlin & Barcelona.
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* [http://albertbarque.com/ Albert Barqué-Duran], [https://twitter.com/albertbarque @albertbarque], London, Berlin & Barcelona.
 
* [http://www.algolit.net Algolit], Brussels.
 
* [http://www.algolit.net Algolit], Brussels.
* [https://github.com/robbiebarrat Robbie Barrat], [https://twitter.com/DrBeef_/ @DrBeef_], SF Bay Area.
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* [http://github.com/robbiebarrat Robbie Barrat], [https://twitter.com/DrBeef_/ @DrBeef_], SF Bay Area.
 
* [http://www.cavvia.net/ Anil Bawa-Cavia], [https://twitter.com/cavvia @cavvia], Berlin & London.  
 
* [http://www.cavvia.net/ Anil Bawa-Cavia], [https://twitter.com/cavvia @cavvia], Berlin & London.  
 
* [http://www.iancheng.com/ Ian Cheng], [https://twitter.com/eyecheng @eyecheng], NYC.
 
* [http://www.iancheng.com/ Ian Cheng], [https://twitter.com/eyecheng @eyecheng], NYC.
 
* [http://sougwen.com Sougwen 愫君 Chung], [https://twitter.com/sougwen @sougwen], NYC.
 
* [http://sougwen.com Sougwen 愫君 Chung], [https://twitter.com/sougwen @sougwen], NYC.
* [https://www.instagram.com/soficrespo91/ Sofia Crespo], [https://twitter.com/soficrespo91 @soficrespo91], Berlin.  
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* [http://instagram.com/soficrespo91/ Sofia Crespo], [https://twitter.com/soficrespo91 @soficrespo91], Berlin.  
 
* [http://ursuladamm.de/ Ursula Damm], Berlin & Weimar.
 
* [http://ursuladamm.de/ Ursula Damm], Berlin & Weimar.
 
* [http://www.hannahishere.com/ Hannah Davis], [https://twitter.com/ahandvanish @ahandvanish], NYC.
 
* [http://www.hannahishere.com/ Hannah Davis], [https://twitter.com/ahandvanish @ahandvanish], NYC.
 
* [http://deweyhagborg.com/ Heather Dewey-Hagborg], [https://twitter.com/hdeweyh @hdeweyh], Chicago & NYC.
 
* [http://deweyhagborg.com/ Heather Dewey-Hagborg], [https://twitter.com/hdeweyh @hdeweyh], Chicago & NYC.
* [https://www.doc.gold.ac.uk/~mas01rf/ Rebecca Fiebrink], [https://twitter.com/rebeccafiebrink @rebeccafiebrink], London.
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* [http://www.doc.gold.ac.uk/~mas01rf/ Rebecca Fiebrink], [https://twitter.com/rebeccafiebrink @rebeccafiebrink], London.
* [https://rossgoodwin.com/ Ross Goodwin], [https://twitter.com/rossgoodwin @rossgoodwin], Los Angeles.
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* [http://rossgoodwin.com/ Ross Goodwin], [https://twitter.com/rossgoodwin @rossgoodwin], Los Angeles.
 
* [http://mario-klingemann.tumblr.com/ Mario Klingemann], [https://twitter.com/quasimondo @quasimondo], Munich.
 
* [http://mario-klingemann.tumblr.com/ Mario Klingemann], [https://twitter.com/quasimondo @quasimondo], Munich.
 
* [http://www.genekogan.com Gene Kogan], [https://twitter.com/genekogan @genekogan], Berlin.
 
* [http://www.genekogan.com Gene Kogan], [https://twitter.com/genekogan @genekogan], Berlin.
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* [http://angeline-meitzler.com Angie Meitzler], Brooklyn, NY.
 
* [http://kylemcdonald.net/ Kyle McDonald], [https://twitter.com/kcimc @kcimc], Los Angeles.
 
* [http://kylemcdonald.net/ Kyle McDonald], [https://twitter.com/kcimc @kcimc], Los Angeles.
 
* [http://www.technofle.sh Simone C. Niquille], [https://twitter.com/s__c__n @s__c__n], Amsterdam.
 
* [http://www.technofle.sh Simone C. Niquille], [https://twitter.com/s__c__n @s__c__n], Amsterdam.
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* [http://www.tivonrice.com Tivon Rice], [https://twitter.com/tivonrice @tivonrice], Seattle & The Hague.
 
* [http://www.tivonrice.com Tivon Rice], [https://twitter.com/tivonrice @tivonrice], Seattle & The Hague.
 
* [http://annaridler.com/ Anna Ridler], [https://twitter.com/annaridler @annaridler], London.
 
* [http://annaridler.com/ Anna Ridler], [https://twitter.com/annaridler @annaridler], London.
* [https://www.instagram.com/helena.sarin/ Helena Sarin], [https://twitter.com/glagolista @glagolista].
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* [http://instagram.com/helena.sarin/ Helena Sarin], [https://twitter.com/glagolista @glagolista].
* [https://philippschmitt.com/ Philipp Schmitt], [https://twitter.com/philippschmitt @philippschmitt], NYC.
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* [http://philippschmitt.com/ Philipp Schmitt], [https://twitter.com/philippschmitt @philippschmitt], NYC.
 
* [http://1023.io/ Yining Shi], [https://twitter.com/yining_shi @yining_shi], NYC.
 
* [http://1023.io/ Yining Shi], [https://twitter.com/yining_shi @yining_shi], NYC.
 
* [http://ssbkyh.com/ Shinseungback Kimyonghun] (Shin Seung Back & Kim Yong Hun), [https://twitter.com/ssbkyh @ssbkyh], Seoul.
 
* [http://ssbkyh.com/ Shinseungback Kimyonghun] (Shin Seung Back & Kim Yong Hun), [https://twitter.com/ssbkyh @ssbkyh], Seoul.
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* [http://cassietarakajian.com/ Cassie Tarakajian], [https://twitter.com/hellothisiscass @hellothisiscass], Brooklyn, NY.
 
* [http://cassietarakajian.com/ Cassie Tarakajian], [https://twitter.com/hellothisiscass @hellothisiscass], Brooklyn, NY.
 
* [[Francis Tseng]], [https://twitter.com/frnsys @frnsys], Brooklyn, NY.
 
* [[Francis Tseng]], [https://twitter.com/frnsys @frnsys], Brooklyn, NY.
* [https://mtyka.github.io/ Michael Tyka], [https://twitter.com/mtyka @mtyka], Seattle.
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* [http://mtyka.github.io/ Michael Tyka], [https://twitter.com/mtyka @mtyka], Seattle.
* [https://cvalenzuelab.com/ Cristóbal Valenzuela], [https://twitter.com/c_valenzuelab @c_valenzuelab], NYC.
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* [http://cvalenzuelab.com/ Cristóbal Valenzuela], [https://twitter.com/c_valenzuelab @c_valenzuelab], NYC.
* [https://dribnet.bigcartel.com/ Tom White], [https://twitter.com/dribnet @dribnet], Wellington.
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* [http://dribnet.bigcartel.com/ Tom White], [https://twitter.com/dribnet @dribnet], Wellington.
* [https://www.samim.io/ Samim Winiger], [https://twitter.com/samim @samim], Berlin.
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* [http://www.samim.io/ Samim Winiger], [https://twitter.com/samim @samim], Berlin.
 
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Revision as of 05:02, 14 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.