Psychiatric disorders encompass complex aberrations of cognition and affect and are
among the most debilitating and poorly understood of any medical condition. Current …

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

Psychology endeavors to develop theories of human capacities and behaviors on the basis
of a variety of methodologies and dependent measures. We argue that one of the most …

The dentate gyrus (DG) gates neocortical information flow to the hippocampus. Intriguingly,
the DG also produces adult-born dentate granule cells (abDGCs) throughout the lifespan …

The idea that human cognition is, or can be understood as, a form of computation is a useful
conceptual tool for cognitive science. It was a foundational assumption during the birth of …

Although the hippocampus plays a critical role in spatial and episodic memories, the
mechanisms underlying memory formation, stabilization, and recall for adaptive behavior …

Neural plasticity allows us to learn skills and incorporate new experiences. What happens
when our lived experiences fundamentally change, such as after a severe injury? To …

Cognitive scientists often infer multidimensional representations from data. Whether the data
involve text, neuroimaging, neural networks, or human judgments, researchers frequently …

We show new connections between adversarial learning and explainability for deep neural
networks (DNNs). One form of explanation of the output of a neural network model in terms …

Many successful formal models of human categorization have been developed, but these
models have been tested almost exclusively using artificial categories, because deriving …