AI became powerful because of interacting mechanisms: neural networks, backpropagation and reinforcement learning, attention, ...
Deep learning is increasingly used in financial modeling, but its lack of transparency raises risks. Using the well-known Heston option pricing model as a benchmark, researchers show that global ...
The 2024 Nobel Prize in Physics has been awarded to scientists John Hopfield and Geoffrey Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural ...
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Researchers have developed a fully real-valued, end-to-end optical neural network chip that overcomes the physical limitation ...
Researchers have devised a way to make computer vision systems more efficient by building networks out of computer chips’ logic gates. Networks programmed directly into computer chip hardware can ...
As an emerging technology in the field of artificial intelligence (AI), graph neural networks (GNNs) are deep learning models ...
How do electrical signals become "about" something? Through purely physical processes, neural networks transform activity into meanings that shape perception and action.
Google's Genie generates infinite interactive worlds from text. The secret? AI models compress reality's rules into ...
A new technical paper titled “A Case for Hypergraphs to Model and Map SNNs on Neuromorphic Hardware” was published by ...