Article

Brain dynamics and temporal trajectories during task and naturalistic processing

2018-07-30

Abstract excerpt

Human functional Magnetic Resonance Imaging (fMRI) data are acquired while participants engage in diverse perceptual, motor, cognitive, and emotional tasks. Although data are acquired temporally, they are most often treated in a quasi-static manner. Yet, a fuller understanding of the mechanisms that support mental functions necessitates the characterization of dynamic properties. Here, we describe an approach empl...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 9eaf06e6-bdd9-570f-b3c0-44545837bd38
DOI: 10.1101/380402

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Brain dynamics and temporal trajectories during task and naturalistic processingDOI 10.1101/380402Read

Deciphering complex brain spatiotemporal dynamics shaping diverse human behaviorSemantic proximity Read

Network modeling of dynamic brain interactions predicts emergence of neural information that supports human cognitive behaviorSemantic proximity Read

View, engage, predict: enhancing brain-behavior mapping with naturalistic movie-watching fMRISemantic proximity Read

osl-dynamics: A toolbox for modelling fast dynamic brain activitySemantic proximity Read

Encoding neural representations of time-continuous stimulus-response transformations in the human brain with advanced deep neural networksSemantic proximity Read

Unsupervised Representation Learning Reveals Individualized Neurophysiological ProfilesSemantic proximity Read

Recurrent Processes Emulate a Cascade of Hierarchical Decisions: Evidence from Spatio-Temporal Decoding of Human Brain ActivitySemantic proximity Read

Discovering dynamical models of human behaviorSemantic proximity Read

Providing context: Extracting non-linear and dynamic temporal motifs from brain activitySemantic proximity Read

Deep neural networks and visuo-semantic models explain complementary components of human ventral-stream representational dynamicsSemantic proximity Read

A novel 4D fMRI clustering technique to examine event-related spatiotemporal dynamics of face processing in naturalistic stimuliSemantic proximity Read

Task demands dynamically structure feature selection, routing, and integration in the human brainSemantic proximity Read