Titans architecture complements attention layers with neural memory modules that select bits of information worth saving in the long term.

Researchers applied the mathematical theory of synchronization to clarify how recurrent neural networks (RNNs) generate predictions, revealing a certain map, based on the generalized synchronization, ...

Artificial neural networks are inspired by the early models of sensory processing by ... This is the same as linear regression, where the two parameters characterizing the line are chosen such ...

To gain insight into these difficult theoretical issues, it has proved necessary to study grossly idealized models that are as different from real biological neural networks as apples are from ...

Among the marvels of the human brain is its ability to generalize. We see an object, like a chair, and we know it's a chair, ...