At the heart of Titans' design is a concerted effort to more closely emulate the functioning of the human brain.
In a separate post, Behrouz claimed that based on internal testing on the BABILong benchmark (needle-in-a-haystack approach), ...
A groundbreaking new AI model surpassing Transformers with brain-inspired memory and adaptive attention mechanisms.
Titans architecture complements attention layers with neural memory modules that select bits of information worth saving in the long term.
A computational model explains how place cells in the hippocampus can be recruited to form any kind of episodic memory, even when there's no spatial component.