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Cognitive computational neuroscience [PDF]

open access: yesarXiv, 2018
To learn how cognition is implemented in the brain, we must build computational models that can perform cognitive tasks, and test such models with brain and behavioral experiments. Cognitive science has developed computational models of human cognition, decomposing task performance into computational components. However, its algorithms still fall short
Pamela K. Douglas, Nikolaus Kriegeskorte
arxiv   +7 more sources

Causality in cognitive neuroscience: concepts, challenges, and distributional robustness [PDF]

open access: yesJournal of Cognitive Neuroscience, 33(2):226-247, 2021, 2020
While probabilistic models describe the dependence structure between observed variables, causal models go one step further: they predict, for example, how cognitive functions are affected by external interventions that perturb neuronal activity. In this review and perspective article, we introduce the concept of causality in the context of cognitive ...
S. Weichwald, J. Peters
arxiv   +2 more sources

The population doctrine in cognitive neuroscience [PDF]

open access: yesarXiv, 2021
A major shift is happening within neurophysiology: a population doctrine is drawing level with the single-neuron doctrine that has long dominated the field. Population-level ideas have so far had their greatest impact in motor neuroscience, but they hold great promise for resolving open questions in cognition as well.
R. B. Ebitz, B. Hayden
arxiv   +3 more sources

Nutritional Cognitive Neuroscience: Innovations for Healthy Brain Aging

open access: yesFrontiers in Neuroscience, 2016
Nutritional cognitive neuroscience is an emerging interdisciplinary field of research that seeks to understand nutrition's impact on cognition and brain health across the life span.
Marta Zamroziewicz, Aron K Barbey
exaly   +2 more sources

Coordination Dynamics in Cognitive Neuroscience [PDF]

open access: yesFrontiers in Neuroscience, 2016
Many researchers and clinicians in cognitive neuroscience hold to a modular view of cognitive function in which the cerebral cortex operates by the activation of areas with circumscribed elementary cognitive functions. Yet an ongoing paradigm shift to a dynamic network perspective is underway. This new viewpoint treats cortical function as arising from
J. A. Scott Kelso   +2 more
openaire   +5 more sources

A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence

open access: yesNature Neuroscience, 2021
Extensive sampling of neural activity during rich cognitive phenomena is critical for robust understanding of brain function. Here we present the Natural Scenes Dataset (NSD), in which high-resolution functional magnetic resonance imaging responses to ...
Emily J. Allen   +12 more
semanticscholar   +1 more source

Developmental cognitive neuroscience

open access: bronzeDevelopmental Cognitive Neuroscience, 2010
Sarah‐Jayne Blakemore   +3 more
openalex   +4 more sources

Cognitive neuroscience

open access: yesTexto Livre, 2022
With the objective to demonstrate the real hidden capacities of reading in students with difficulties of learning such as dyslexia with the use of videogames, we have carried out a study with grammar education students.
Paula Aguadero Ruiz
semanticscholar   +1 more source

Inferring Causality from Noninvasive Brain Stimulation in Cognitive Neuroscience

open access: yesJournal of Cognitive Neuroscience, 2020
Noninvasive brain stimulation (NIBS) techniques, such as transcranial magnetic stimulation or transcranial direct and alternating current stimulation, are advocated as measures to enable causal inference in cognitive neuroscience experiments ...
T. Bergmann, G. Hartwigsen
semanticscholar   +1 more source

Gender (im)balance in citation practices in cognitive neuroscience

open access: yesbioRxiv, 2020
In the field of neuroscience, despite the fact that the proportion of peer-reviewed publications authored by women has increased in recent decades, the proportion of citations of women-led publications has not seen a commensurate increase: In five broad ...
Jacqueline M. Fulvio   +2 more
semanticscholar   +1 more source

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