Moreover, the simplified mesh is scalable, which means it holds great potential for use in large-scale optical neural networks, where the savings would be similarly large.

The new model proposes that biological neurons have more control over their surroundings than previously thought, something that could be replicated in the artificial neural networks used in machine ...

Researchers at Oxford University uncover how deep neural networks possess an intrinsic simplicity bias, enabling them to generalize effectively by favoring simpler solutions over complex ones.

The simplified approach makes it easier to see how neural networks produce the outputs they do. A tweak to the way artificial neurons work in neural networks could make AIs easier to decipher ...