The hippocampus is critical for memory and spatial navigation. The ability to map novel
environments, as well as more abstract conceptual relationships, is fundamental to the …

Multivariate pattern analysis (MVPA) has emerged as a powerful method for the analysis of
functional magnetic resonance imaging, electroencephalography and …

Humans have the remarkable cognitive capacity to rapidly adapt to changing environments.
Central to this capacity is the ability to form high-level, abstract representations that take …

Extracting the underlying temporal structure of experience is a fundamental aspect of
learning and memory that allows us to predict what is likely to happen next. Current …

Goal-directed navigation requires continuously integrating uncertain self-motion and
landmark cues into an internal sense of location and direction, concurrently planning future …

During goal-directed navigation,'what'information, describing the experiences occurring in
periods surrounding a reward, can be combined with spatial 'where'information to guide …

To flexibly adapt to new situations, our brains must understand the regularities in the world,
as well as those in our own patterns of behaviour. A wealth of findings is beginning to reveal …

Generalization, defined as applying limited experiences to novel situations, represents a
cornerstone of human intelligence. Our review traces the evolution and continuity of …

Vision transformers (ViTs) are top-performing models on many computer vision benchmarks
and can accurately predict human behavior on object recognition tasks. However …

Forming accurate memory of sequential stimuli is a fundamental function of biological
agents. However, the computational mechanism underlying sequential memory in the brain …