Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …

Working memory is the fundamental function by which we break free from reflexive input-
output reactions to gain control over our own thoughts. It has two types of mechanisms …

Vision, choice, action and behavioural engagement arise from neuronal activity that may be
distributed across brain regions. Here we delineate the spatial distribution of neurons …

INTRODUCTION Perceptual experiences in mammals may arise from patterns of neural
circuit activity in cerebral cortex. For example, primary visual cortex (V1) is causally capable …

The brain has the ability to flexibly perform many tasks, but the underlying mechanism
cannot be elucidated in traditional experimental and modeling studies designed for one task …

Cognitive control, the ability to orchestrate behavior in accord with our goals, depends on
the prefrontal cortex. These cognitive functions are heavily influenced by the …

Neuronal signalling and communication underpin virtually all aspects of brain activity and
function. Network science approaches to modelling and analysing the dynamics of …

Deep neural networks are powerful tools in learning sophisticated but fixed mapping rules
between inputs and outputs, thereby limiting their application in more complex and dynamic …

We describe a mechanism by which artificial neural networks can learn rapid adaptation-the
ability to adapt on the fly, with little data, to new tasks-that we call conditionally shifted …

Neural activity throughout the cortex is correlated with perceptual decisions, but inactivation
studies suggest that only a small number of areas are necessary for these behaviors. Here …