Hidden geometry of learning: Neural networks think alike

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Engineers have uncovered an unexpected pattern in how neural networks -- the systems leading today's AI revolution -- learn, suggesting an answer to one of the most important unanswered questions in AI: why these methods work so well.

Hidden geometry of learning: Neural networks think alike." ScienceDaily. ScienceDaily, 27 March 2024. <www.sciencedaily.comUniversity of Pennsylvania School of Engineering and Applied Science. . Hidden geometry of learning: Neural networks think alike.

Neural networks have been powering breakthroughs in artificial intelligence, including the large language models that are now being used in a wide range of applications, from finance, to human ... Most artificially intelligent systems are based on neural networks, algorithms inspired by biological neurons found in the brain. These networks can consist of multiple layers, with inputs coming in ...

A team has developed a novel approach for comparing neural networks that looks within the 'black box' of artificial intelligence to help researchers understand neural network behavior. Neural ...Astronomers Unveil Strong Magnetic Fields Spiraling at the Edge of Milky Way's Central Black HoleScientists on the Hunt for Evidence of Quantum Gravity's Existence at the South Pole

 

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