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Conflict monitoring and cognitive control.
A neglected question regarding cognitive control is how control processes might detect situations calling for their involvement. The authors propose here that the demand for control may be evaluatedExpand
Rubber hands ‘feel’ touch that eyes see
Illusions have historically been of great use to psychology for what they can reveal about perceptual processes. We report here an illusion in which tactile sensations are referred to an alien limb.Expand
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework
We introduce β-VAE, a new state-of-the-art framework for automated discovery of interpretable factorised latent representations from raw image data in a completely unsupervised manner. Expand
The neural basis of error detection: conflict monitoring and the error-related negativity.
According to a recent theory, anterior cingulate cortex is sensitive to response conflict, the coactivation of mutually incompatible responses. The present research develops this theory to provide aExpand
Conflict monitoring and anterior cingulate cortex: an update
One hypothesis concerning the human dorsal anterior cingulate cortex (ACC) is that it functions, in part, to signal the occurrence of conflicts in information processing, thereby triggeringExpand
Anterior cingulate cortex, error detection, and the online monitoring of performance.
An unresolved question in neuroscience and psychology is how the brain monitors performance to regulate behavior. It has been proposed that the anterior cingulate cortex (ACC), on the medial surfaceExpand
Relational inductive biases, deep learning, and graph networks
We present a new building block for the AI toolkit with a strong relational inductive bias--the graph network--which generalizes and extends various approaches for neural networks that operate on graphs, and provides a straightforward interface for manipulating structured knowledge and producing structured behaviors. Expand
Machine learning classifiers and fMRI: A tutorial overview
In this tutorial overview we review some of the key choices faced in using this approach as well as how to derive statistically significant results from a case study. Expand
Conflict monitoring versus selection-for-action in anterior cingulate cortex
The anterior cingulate cortex (ACC), on the medial surface of the frontal lobes of the brain, is widely believed to be involved in the regulation of attention. Beyond this, however, its specificExpand
The Expected Value of Control: An Integrative Theory of Anterior Cingulate Cortex Function
The dorsal anterior cingulate cortex (dACC) has a near-ubiquitous presence in the neuroscience of cognitive control. It has been implicated in a diversity of functions, from reward processing andExpand