Abstract: Low-bit-width data formats offer a promising solution for enhancing the energy efficiency of Deep Neural Network (DNN) training accelerators. In this work, we introduce a novel 5.3-bit data ...

The demo runs entirely in your browser (no backend required) and shows an animated XOR training visualization.

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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 ...

Advancements in AI could outpace human intelligence by decoding brain functions and modeling consciousness, asserts Eitan Michael Azoff, who also highlights the critical need for ethical safeguards.

“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 ...

Artificial intelligence (AI), a term light years ahead of its time, provides us with revolutionary opportunities that could forever change our understanding of intelligence and the very fabric of ...