क्या Digital Computers का युग खत्म होने वाला है? Next Generation Computers

Digital computers कई दशकों से हमारे कामों को आसान करते हुए आए है पर artificial intelligence के बाद हमें शायद किसी अलग तरह के computers की जरूरत पड़े Analog Computers की Mike Henry और Mythic की पूरी टीम का धन्यवाद, जिन्होंने हमें analog computing की क्षमताओं की एक झलक दिखाने का अवसर दिया। https://www.mythic-ai.com Dr. Bernd Ulmann का विशेष धन्यवाद, जिन्होंने analog उपकरणों को न केवल बनाया बल्कि हमें उनके बारे में सिखाया भी। https://the-analog-thing.org Moore’s Law की शूटिंग Mountain View, CA में स्थित Computer History Museum में की गई थी। https://www.youtube.com/watch?v=H0igiP6Hg1k&t=0s References: Crevier, D. (1993). Al: The Tumultuous History Of The Search For Artificial Intelligence. Basic Books. https://ve42.co/Crevier1993 Valiant, L. (2013). Probably Approximately Correct. HarperCollins. https://ve42.co/Valiant2013 Rosenblatt, F. (1958). The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain. Psychological Review, 65(6), 386-408. https://ve42.co/Rosenblatt1958 NEW NAVY DEVICE LEARNS BY DOING; Psychologist Shows Embryo of Computer Designed to Read and Grow Wiser (1958). The New York Times, 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 Vehicle In a Neural Network. NeurIPS, (2)1, 305-313. https://ve42.co/Pomerleau1989 ImageNet website – https://ve42.co/ImageNet Russakovsky, O., Deng, J. et al. (2015). ImageNet Large Scale Visual Recognition Challenge. – 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 post: What I learned from competing against a ConvNet on ImageNet. – https://ve42.co/Karpathy2014 Fick, D. (2018). Blog post: Mythic @ Hot Chips 2018. – https://ve42.co/MythicBlog Jin, Y. & Lee, B. (2019). 2.2 Basic operations of flash memory. Advances in Computers, 114, 1-69. –https://ve42.co/Jin2019 Demler, M. (2018). Mythic Multiplies in a Flash. The Microprocessor Report. https://ve42.co/Demler2018 Aspinity (2021). Blog post: 5 Myths About AnalogML. https://ve42.co/Aspinity Wright, L. et al. (2022). Deep physical neural networks trained with backpropagation. Nature, 601, 49-555.- https://ve42.co/Wright2022 Waldrop, M. M. (2016). The chips are down for Moore’s law. Nature, 530, 144-147. – https://ve42.co/Waldrop2016 Patreon supporters का अलग से धन्यवाद: 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, 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 Written by Derek Muller, Stephen Welch, and Emily Zhang Filmed by Derek Muller, Petr Lebedev, and Emily Zhang Animation by Ivy Tello, Mike Radjabov, and Stephen Welch Edited by Derek Muller Additional video/photos supplied by Getty Images and Pond5 Music from Epidemic Sound Produced by Derek Muller, Petr Lebedev, and Emily Zhang