Difference between revisions of "Neural aesthetics"

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* The Lab at the Google Cultural Institute, Paris, launches a 'machine learning for art' residency, early 2015 - mid-2016. Artists: Mario Klingemann, Cyril Diagne. [https://www.youtube.com/watch?v=egk683bKJYU Talk]. [https://artsexperiments.withgoogle.com/#/art_tag Works].
 
* The Lab at the Google Cultural Institute, Paris, launches a 'machine learning for art' residency, early 2015 - mid-2016. Artists: Mario Klingemann, Cyril Diagne. [https://www.youtube.com/watch?v=egk683bKJYU Talk]. [https://artsexperiments.withgoogle.com/#/art_tag Works].
 
* [https://research.googleblog.com/2015/06/inceptionism-going-deeper-into-neural.html DeepDream launched] by Google's software engineers Alexander Mordvintsev, Christopher Olah and Mike Tyka, 17 Jun 2015. [https://www.reddit.com/r/MachineLearning/comments/3a1ebc/image_generated_by_a_convolutional_network/ Reddit post] from a day earlier. [http://thecreatorsproject.vice.com/blog/was-this-psychedelic-image-made-by-man-or-machine Vice coverage]. [https://github.com/google/deepdream Source code].
 
* [https://research.googleblog.com/2015/06/inceptionism-going-deeper-into-neural.html DeepDream launched] by Google's software engineers Alexander Mordvintsev, Christopher Olah and Mike Tyka, 17 Jun 2015. [https://www.reddit.com/r/MachineLearning/comments/3a1ebc/image_generated_by_a_convolutional_network/ Reddit post] from a day earlier. [http://thecreatorsproject.vice.com/blog/was-this-psychedelic-image-made-by-man-or-machine Vice coverage]. [https://github.com/google/deepdream Source code].
* [http://www.hmkv.de/_en/programm/programmpunkte/2015/Ausstellungen/2015_AID_Artifical_Intelligence_Digitale_Demenz.php (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.  
+
* [http://www.hmkv.de/_en/programm/programmpunkte/2015/Ausstellungen/2015_AID_Artifical_Intelligence_Digitale_Demenz.php (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====
 
====2016====
 
* [http://grayarea.org/event/deepdream-the-art-of-neural-networks/ DeepDream: The Art of Neural Networks], 26-27 Feb 2016. Exhibition and [http://grayarea.org/event/art-machine-learning-symposium/ symposium]. Organised by Gray Area Foundation for the Arts and Research at Google.
 
* [http://grayarea.org/event/deepdream-the-art-of-neural-networks/ DeepDream: The Art of Neural Networks], 26-27 Feb 2016. Exhibition and [http://grayarea.org/event/art-machine-learning-symposium/ symposium]. Organised by Gray Area Foundation for the Arts and Research at Google.
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* [https://www.barbican.org.uk/whats-on/2019/event/ai-more-than-human AI: More than Human] exhibition, Barbican, London, 16 May-26 Aug 2019. Review: [https://www.theguardian.com/artanddesign/2019/may/15/ai-more-than-human-review-barbican-artificial-intelligence Jones] (Guardian).
 
* [https://www.barbican.org.uk/whats-on/2019/event/ai-more-than-human AI: More than Human] exhibition, Barbican, London, 16 May-26 Aug 2019. Review: [https://www.theguardian.com/artanddesign/2019/may/15/ai-more-than-human-review-barbican-artificial-intelligence Jones] (Guardian).
 
* [https://www.mak.at/jart/prj3/mak-resp/main.jart?rel=en&reserve-mode=active&content-id=1461719618760&article_id=1542957252132&event_id=1542957252147 Uncanny Values: Artificial Intelligence & You] exhibition, MAK, Vienna, 29 May-6 Oct 2019. Curated by Paul Feigelfeld and Marlies Wirth.
 
* [https://www.mak.at/jart/prj3/mak-resp/main.jart?rel=en&reserve-mode=active&content-id=1461719618760&article_id=1542957252132&event_id=1542957252147 Uncanny Values: Artificial Intelligence & You] exhibition, MAK, Vienna, 29 May-6 Oct 2019. Curated by Paul Feigelfeld and Marlies Wirth.
 +
* [http://chatonsky.net/earth/ Gregory Chatonsky: Terre seconde (Second Earth)], exhibition, Palais de Tokyo, Paris, 21 Jun-14 Jul 2019. Curated by Gael Charbau. [https://www.palaisdetokyo.com/en/event/altr-alternative-reality]
 
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* [http://github.com/robbiebarrat Robbie Barrat], [https://twitter.com/DrBeef_/ @DrBeef_], SF Bay Area.
 
* [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://chatonsky.net/category/corpus/ami/ Gregory Chatonsky], [https://twitter.com/chatonsky @chatonsky], Paris & Montreal.
 
* [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.
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* [https://www.feminist.ai Feminist.AI], a community AI research and design group focused on critical making as a response to hegemonic AI, est. 2016.
 
* [https://www.feminist.ai Feminist.AI], a community AI research and design group focused on critical making as a response to hegemonic AI, est. 2016.
 
* [https://ainowinstitute.org/ AI Now Institute], New York University. A research institute examining the social implications of artificial intelligence. Founded in 2017 by Kate Crawford and Meredith Whittaker.
 
* [https://ainowinstitute.org/ AI Now Institute], New York University. A research institute examining the social implications of artificial intelligence. Founded in 2017 by Kate Crawford and Meredith Whittaker.
 +
* [http://postdigital.ens.fr/ Artificial imagination / Artificielle postdigital], a research seminar on contemporary art and artificial intelligence, Ecole Normale Superieure, Paris. Founded in 2017 by Béatrice Joyeux-Prunel and Grégory Chatonsky. [https://twitter.com/ENS_Postdigital Twitter].
 
* [https://blog.mozilla.org/blog/2018/06/04/mozilla-announces-225000-for-art-and-advocacy-exploring-artificial-intelligence/ Mozilla Award for Art and Advocacy Exploring Artificial Intelligence], 2018.
 
* [https://blog.mozilla.org/blog/2018/06/04/mozilla-announces-225000-for-art-and-advocacy-exploring-artificial-intelligence/ Mozilla Award for Art and Advocacy Exploring Artificial Intelligence], 2018.
  
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* Matteo Pasquinelli (ed.), ''[https://monoskop.org/log/?p=15585 Alleys of Your Mind: Augmented Intelligence and Its Traumas]'', Lüneburg: Meson, 2015, 212 pp.
 
* Matteo Pasquinelli (ed.), ''[https://monoskop.org/log/?p=15585 Alleys of Your Mind: Augmented Intelligence and Its Traumas]'', Lüneburg: Meson, 2015, 212 pp.
 
* Florian Hecker, Robin Mackay, [[Media:Hecker_Florian_Mackay_Robin_2015_On_Sound_and_Artificial_Neural_Networks.pdf|"On Sound and Artificial Neural Networks"]], in ''Writing and Unwriting (Media) Art History: Erkki Kurenniemi in 2048'', eds. Joasia Krysa and Jussi Parikka, MIT Press, 2015, pp 279-289.
 
* Florian Hecker, Robin Mackay, [[Media:Hecker_Florian_Mackay_Robin_2015_On_Sound_and_Artificial_Neural_Networks.pdf|"On Sound and Artificial Neural Networks"]], in ''Writing and Unwriting (Media) Art History: Erkki Kurenniemi in 2048'', eds. Joasia Krysa and Jussi Parikka, MIT Press, 2015, pp 279-289.
 +
* Gregory Chatonsky, [http://chatonsky.net/deep-dream/ "Deep Dream (Le rêve du réseau)"], Musee d'Art Moderne de la Ville de Paris, Paris, 17 Dec 2015. Lecture given in conjunction with the exhibition [http://www.mam.paris.fr/fr/expositions/exposition-co-workers ''Co-Workers'']. [http://www.mam.paris.fr/fr/activite/hypersalon-presente-gregory-chatonsky] {{fr}}
 
* Matteo Pasquinelli, [http://matteopasquinelli.com/machines-that-morph-logic/ "Machines that Morph Logic: Neural Networks and the Distorted Automation of Intelligence as Statistical Inference"], ''Glass Bead'' 2, 2017.  
 
* Matteo Pasquinelli, [http://matteopasquinelli.com/machines-that-morph-logic/ "Machines that Morph Logic: Neural Networks and the Distorted Automation of Intelligence as Statistical Inference"], ''Glass Bead'' 2, 2017.  
 
** [http://www.glass-bead.org/article/machines-that-morph-logic/?lang=frview "Des machines qui morphent la logique: les réseaux de neurones et l’automatisation déformée de l’intelligence comme inférence statistique"], ''Glass Bead'' 2, 2017. {{fr}}
 
** [http://www.glass-bead.org/article/machines-that-morph-logic/?lang=frview "Des machines qui morphent la logique: les réseaux de neurones et l’automatisation déformée de l’intelligence comme inférence statistique"], ''Glass Bead'' 2, 2017. {{fr}}

Revision as of 18:25, 14 September 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

See also

Courses and textbooks for artists

Textbooks
Video lectures
Introductions
MOOC
Resources

Research papers

Scientific introduction into deep learning

Historization of deep learning


Art and Culture

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
communities of practice

Art servers, Circuit bending, Copyright activism, Cypherpunk, Data activism, Demoscene, Digital libraries, DIY biology, Federated networks, 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.