Upcoming Pcs Will Be Radically Diverse (Analog Computing)

Go to https://outstanding.org/Veritasium/ to get started off studying STEM for free, and the 1st 200 men and women will get 20% off their yearly premium membership. Electronic computers have served us perfectly for decades, but the rise of artificial intelligence needs a absolutely new kind of personal computer: analog.

Many thanks to Mike Henry and all people at Mythic for the analog computing tour! https://www.mythic-ai.com/
Many thanks to Dr. Bernd Ulmann, who established The Analog Factor and taught us how to use it. https://the-analog-matter.org
Moore’s Law was filmed at the Personal computer Historical past Museum in Mountain See, CA.
Welch Labs’ ALVINN video: https://www.youtube.com/look at?v=H0igiP6Hg1k

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References:
Crevier, D. (1993). AI: The Tumultuous Heritage Of The Research For Artificial Intelligence. Fundamental Publications. – https://ve42.co/Crevier1993
Valiant, L. (2013). Likely Around Accurate. HarperCollins. – https://ve42.co/Valiant2013
Rosenblatt, F. (1958). The Perceptron: A Probabilistic Model for Information Storage and Group in the Brain. Psychological Assessment, 65(6), 386-408. – https://ve42.co/Rosenblatt1958
NEW NAVY Machine LEARNS BY Undertaking Psychologist Demonstrates Embryo of Pc Intended to Browse and Grow Wiser (1958). The New York Periods, p. 25. – https://ve42.co/NYT1958
Mason, H., Stewart, D., and Gill, B. (1958). Rival. The New Yorker, p. 45. – https://ve42.co/Mason1958
Alvinn driving NavLab footage – https://ve42.co/NavLab
Pomerleau, D. (1989). ALVINN: An Autonomous Land Car In a Neural Community. NeurIPS, (2)1, 305-313. – https://ve42.co/Pomerleau1989
ImageNet web site – https://ve42.co/ImageNet
Russakovsky, O., Deng, J. et al. (2015). ImageNet Massive Scale Visible Recognition Obstacle. – https://ve42.co/ImageNetChallenge
AlexNet Paper: Krizhevsky, A., Sutskever, I., Hinton, G. (2012). ImageNet Classification with Deep Convolutional Neural Networks. NeurIPS, (25)1, 1097-1105. – https://ve42.co/AlexNet
Karpathy, A. (2014). Blog site article: What I figured out from competing versus a ConvNet on ImageNet. – https://ve42.co/Karpathy2014
Fick, D. (2018). Site article: Mythic @ Very hot Chips 2018. – https://ve42.co/MythicBlog
Jin, Y. & Lee, B. (2019). 2.2 Simple operations of flash memory. Developments in Pcs, 114, 1-69. – https://ve42.co/Jin2019
Demler, M. (2018). Mythic Multiplies in a Flash. The Microprocessor Report. – https://ve42.co/Demler2018
Aspinity (2021). Website post: 5 Myths About AnalogML. – https://ve42.co/Aspinity
Wright, L. et al. (2022). Deep physical neural networks trained with backpropagation. Mother nature, 601, 49–555. – https://ve42.co/Wright2022
Waldrop, M. M. (2016). The chips are down for Moore’s regulation. Character, 530, 144–147. – https://ve42.co/Waldrop2016

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Distinctive thanks to Patreon supporters: Kelly Snook, TTST, Ross McCawley, Balkrishna Heroor, 65square.com, Chris LaClair, Avi Yashchin, John H. Austin, Jr., OnlineBookClub.org, Dmitry Kuzmichev, Matthew Gonzalez, Eric Sexton, john kiehl, Anton Ragin, Benedikt Heinen, Diffbot, Micah Mangione, MJP, Gnare, Dave Kircher, Burt Humburg, Blake Byers, Dumky, Evgeny Skvortsov, Meekay, Monthly bill Linder, Paul Peijzel, Josh Hibschman, Mac Malkawi, Michael Schneider, jim buckmaster, Juan Benet, Ruslan Khroma, Robert Blum, Richard Sundvall, Lee Redden, Vincent, Stephen Wilcox, Marinus Kuivenhoven, Clayton Greenwell, Michael Krugman, Cy ‘kkm’ K’Nelson, Sam Lutfi, Ron Neal

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Composed by Derek Muller, Stephen Welch, and Emily Zhang
Filmed by Derek Muller, Petr Lebedev, and Emily Zhang
Animation by Iván Tello, Mike Radjabov, and Stephen Welch
Edited by Derek Muller
Further video clip/shots supplied by Getty Images and Pond5
New music from Epidemic Audio
Manufactured by Derek Muller, Petr Lebedev, and Emily Zhang

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