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Interesting Short Stories

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Preview of Champlain's Dream Rêve de Champlain Eng.
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Champlain's Dream Rêve de Champlain Eng. (Champlains-Dream-Rve-de-Champlain-Eng..pdf)

443 KBDaniel MarchildonEN 8 pages
Champlain's Dream is a French-language docu-fiction series based on the book by David Hackett Fischer, telling the story of Samuel de Champlain through fiction...
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Preview of Internet Infrastructure at Risk from Sea Level Rise
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Internet Infrastructure at Risk from Sea Level Rise (ANRW-2018.pdf)

7.23 MBRamakrishnan Durairajan†, Carol Barford+, Paul Barford+ †University of Oregon, +University of WisconEN 7 pages
We assess risks to US Internet infrastructure due to sea level rise, using NOAA projections and Internet Atlas data. 4,067 miles of fiber conduit and 1,101 nodes will be under water in 15 years. We quantify risks with a metric combining geographic scope and Internet...
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Preview of Mitigating Catastrophic Forgetting in Reinforcement Learning
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Mitigating Catastrophic Forgetting in Reinforcement Learning (1802.07239.pdf)

2.49 MBChristos Kaplanis, Murray Shanahan, Claudia ClopathEN 14 pages
Unlike humans, artificial neural networks suffer from catastrophic forgetting, where new learning erases previously acquired knowledge. We show that a synaptic model with biological complexity can mitigate this issue at multiple timescales. This enables continual learning across...
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