Novel Architecture Makes Neural Networks More Understandable – Quanta Magazine https://www.quantamagazine.org Illuminating science Mon, 16 Sep 2024 14:10:47 -0400 en-US hourly 1 https://wordpress.org/?v=6.2 Novel Architecture Makes Neural Networks More Understandable https://www.quantamagazine.org/novel-architecture-makes-neural-networks-more-understandable-20240911/ https://www.quantamagazine.org/novel-architecture-makes-neural-networks-more-understandable-20240911/#respond Wed, 11 Sep 2024 14:45:51 +0000 https://www.quantamagazine.org/?p=140573 The post Novel Architecture Makes Neural Networks More Understandable first appeared on Quanta Magazine

]]> “Neural networks are currently the most powerful tools in artificial intelligence,” said Sebastian Wetzel, a researcher at the Perimeter Institute for Theoretical Physics. “When we scale them up to larger data sets, nothing can compete.” And yet, all this time, neural networks have had a disadvantage. The basic building block of many of today’s successful networks is known as a multilayer...

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