1,714
edits
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| 2016 || March || Game series release || Lee Sedol versus Alphago is released on v18 version. It consists of five games.<ref name="Alphago's Games"/>
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| 2016 || May || Hardware development || Google unveils its own proprietary hardware "{{w|tensor processing unit}}s", which . The company states having already been deployed this hardware in multiple internal projects at Google, including the AlphaGo match against {{w|Lee Sedol}}.<ref>{{cite news|last1=McMillan|first1=Robert|title=Google Isn’t Playing Games With New Chip|url=https://www.wsj.com/articles/google-isnt-playing-games-with-new-chip-1463597820|accessdate=21 May 2019|work={{w|Wall Street Journal}}|date=18 May 2016}}</ref><ref>{{cite web|url=https://cloudplatform.googleblog.com/2016/05/Google-supercharges-machine-learning-tasks-with-custom-chip.html|title=Google supercharges machine learning tasks with TPU custom chip|last=Jouppi|first=Norm|date=May 18, 2016|website=Google Cloud Platform Blog|language=en-US|access-date=21 May 2019}}</ref>
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| 2016 || October 12 || Research || DeepMind publishes paper on {{w|differentiable neural computers}}, which demonstrates that models that can simultaneously learn like neural networks as well as memorize data like computers.<ref name="DeepMind’s work in 2016: a round-up">{{cite web |title=DeepMind’s work in 2016: a round-up |url=https://deepmind.com/blog/deepmind-round-up-2016/ |website=deepmind.com |accessdate=23 May 2019}}</ref><ref>{{cite journal |last1=Graves |first1=Alex |last2=Wayne |first2=Greg |last3=Reynolds |first3=Malcolm |last4=Harley |first4=Tim |last5=Danihelka |first5=Ivo |last6=Grabska-Barwińska |first6=Agnieszka |last7=Gómez Colmenarejo |first7=Sergio |last8=Grefenstette |first8=Edward |last9=Ramalho |first9=Tiago |last10=Agapiou |first10=John |last11=Puigdomènech Badia |first11=Adrià |last12=Moritz Hermann |first12=Karl |last13=Zwols |first13=Yori |last14=Ostrovski |first14=Georg |last15=Cain |first15=Adam |last16=King |first16=Helen |last17=Summerfield |first17=Christopher |last18=Blunsom |first18=Phil |last19=Kavukcuoglu |first19=Koray |last20=Hassabis |first20=Demis |title=Hybrid computing using a neural network with dynamic external memory |journal=Nature |url=https://www.nature.com/articles/nature20101 |accessdate=23 May 2019}}</ref>
