Adapting non-invasive human recordings along multiple task-axes shows unfolding of spontaneous and over-trained choice Article Swipe
Yu Takagi
,
Laurence T. Hunt
,
Mark W. Woolrich
,
Timothy E.J. Behrens
,
Miriam C. Klein-Flügge
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.7554/elife.60988
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.7554/elife.60988
Choices rely on a transformation of sensory inputs into motor responses. Using invasive single neuron recordings, the evolution of a choice process has been tracked by projecting population neural responses into state spaces. Here, we develop an approach that allows us to recover similar trajectories on a millisecond timescale in non-invasive human recordings. We selectively suppress activity related to three task-axes, relevant and irrelevant sensory inputs and response direction, in magnetoencephalography data acquired during context-dependent choices. Recordings from premotor cortex show a progression from processing sensory input to processing the response. In contrast to previous macaque recordings, information related to choice-irrelevant features is represented more weakly than choice-relevant sensory information. To test whether this mechanistic difference between species is caused by extensive over-training common in non-human primate studies, we trained humans on >20,000 trials of the task. Choice-irrelevant features were still weaker than relevant features in premotor cortex after over-training.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.7554/elife.60988
- OA Status
- gold
- Cited By
- 21
- References
- 88
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3161038889
All OpenAlex metadata
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- OpenAlex ID
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https://openalex.org/W3161038889Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.7554/elife.60988Digital Object Identifier
- Title
-
Adapting non-invasive human recordings along multiple task-axes shows unfolding of spontaneous and over-trained choiceWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-05-11Full publication date if available
- Authors
-
Yu Takagi, Laurence T. Hunt, Mark W. Woolrich, Timothy E.J. Behrens, Miriam C. Klein-FlüggeList of authors in order
- Landing page
-
https://doi.org/10.7554/elife.60988Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.7554/elife.60988Direct OA link when available
- Concepts
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Sensory system, Magnetoencephalography, Premotor cortex, Neuroscience, Macaque, Context (archaeology), Task (project management), Sensory processing, Population, Computer science, Psychology, Biology, Electroencephalography, Dorsum, Anatomy, Medicine, Paleontology, Environmental health, Economics, ManagementTop concepts (fields/topics) attached by OpenAlex
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-
21Total citation count in OpenAlex
- Citations by year (recent)
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2025: 3, 2024: 7, 2023: 5, 2022: 5, 2021: 1Per-year citation counts (last 5 years)
- References (count)
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88Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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