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Author: Nikolaus Kriegeskorte

  • ORCiD: http://orcid.org/0000-0001-7433-9005
  • Most recently observed institution: Department of Psychology, Department of Neuroscience, Department of Electrical Engineering, Zuckerman Mind Brain Behavior Institute, Columbia University

Rankings

  • All-time downloads: 79,476 (rank: 1,454 out of 509,520)
  • Categories:
    • neuroscience: 79,476 (rank: 12 out of 73,597)

Downloads per author, site-wide

Preprints

Deep Neural Networks In Computational Neuroscience

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    • In neuroscience: 16 out of 18,580
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    • Site-wide: 4,858 out of 118,102

Deep neural networks: a new framework for modelling biological vision and brain information processing

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    • Site-wide: 443 out of 118,102
    • In neuroscience: 18 out of 18,580
  • Year to date:
    • Site-wide: 4,384 out of 118,102
  • Since beginning of last month:
    • Site-wide: None out of 118,102

Best Practices in Data Analysis and Sharing in Neuroimaging using MRI

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    • In neuroscience: 52 out of 18,580
  • Year to date:
    • Site-wide: 15,641 out of 118,102
  • Since beginning of last month:
    • Site-wide: 19,356 out of 118,102

Fixed versus mixed RSA: Explaining visual representations by fixed and mixed feature sets from shallow and deep computational models

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    • In neuroscience: 105 out of 18,580
  • Year to date:
    • Site-wide: 12,234 out of 118,102
  • Since beginning of last month:
    • Site-wide: 15,831 out of 118,102

Crossvalidation in brain imaging analysis

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    • Site-wide: 1,835 out of 118,102
    • In neuroscience: 111 out of 18,580
  • Year to date:
    • Site-wide: 10,834 out of 118,102
  • Since beginning of last month:
    • Site-wide: 12,899 out of 118,102

Mind the drift - improving sensitivity to fMRI pattern information by accounting for temporal pattern drift

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    • In neuroscience: 139 out of 18,580
  • Year to date:
    • Site-wide: 9,303 out of 118,102
  • Since beginning of last month:
    • Site-wide: 10,156 out of 118,102

Adjudicating between face-coding models with individual-face fMRI responses

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    • In neuroscience: 171 out of 18,580
  • Year to date:
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  • Since beginning of last month:
    • Site-wide: 11,743 out of 118,102

Intrinsic cortical dynamics dominate population responses to natural images across human visual cortex

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    • In neuroscience: 215 out of 18,580
  • Year to date:
    • Site-wide: 14,015 out of 118,102
  • Since beginning of last month:
    • Site-wide: 13,839 out of 118,102

Intersubject information mapping: revealing canonical representations of complex natural stimuli.

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    • In neuroscience: 231 out of 18,580
  • Year to date:
    • Site-wide: 14,186 out of 118,102
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    • Site-wide: 14,456 out of 118,102

The brain of the beholder: honouring individual representational idiosyncrasies

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    • Site-wide: 2,802 out of 118,102
    • In neuroscience: 233 out of 18,580
  • Year to date:
    • Site-wide: 14,578 out of 118,102
  • Since beginning of last month:
    • Site-wide: 17,801 out of 118,102

Visual features as stepping stones toward semantics: Explaining object similarity in IT and perception with non-negative least squares.

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  • Downloaded 3,353 times
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    • Site-wide: 2,833 out of 118,102
    • In neuroscience: 241 out of 18,580
  • Year to date:
    • Site-wide: 13,397 out of 118,102
  • Since beginning of last month:
    • Site-wide: 10,527 out of 118,102

Recurrent convolutional neural networks: a better model of biological object recognition

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  • Downloaded 1,889 times
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    • Site-wide: 6,569 out of 118,102
    • In neuroscience: 699 out of 18,580
  • Year to date:
    • Site-wide: 52,201 out of 118,102
  • Since beginning of last month:
    • Site-wide: 74,429 out of 118,102

Representational models: A common framework for understanding encoding, pattern-component, and representational-similarity analysis

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  • Downloaded 1,821 times
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    • Site-wide: 6,935 out of 118,102
    • In neuroscience: 749 out of 18,580
  • Year to date:
    • Site-wide: 76,903 out of 118,102
  • Since beginning of last month:
    • Site-wide: 62,371 out of 118,102

Individual differences among deep neural network models

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  • Downloaded 1,756 times
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    • Site-wide: 7,287 out of 118,102
    • In neuroscience: 787 out of 18,580
  • Year to date:
    • Site-wide: 3,089 out of 118,102
  • Since beginning of last month:
    • Site-wide: 11,578 out of 118,102

Neural dynamics of real-world object vision that guide behaviour

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  • Downloaded 1,348 times
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    • Site-wide: 10,916 out of 118,102
    • In neuroscience: 1,278 out of 18,580
  • Year to date:
    • Site-wide: 57,148 out of 118,102
  • Since beginning of last month:
    • Site-wide: 40,579 out of 118,102

Recurrent neural networks can explain flexible trading of speed and accuracy in biological vision

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    • Site-wide: 10,941 out of 118,102
    • In neuroscience: 1,281 out of 18,580
  • Year to date:
    • Site-wide: 10,167 out of 118,102
  • Since beginning of last month:
    • Site-wide: 16,129 out of 118,102

Diverse deep neural networks all predict human IT well, after training and fitting

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  • Downloaded 983 times
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    • Site-wide: 17,468 out of 118,102
    • In neuroscience: 2,257 out of 18,580
  • Year to date:
    • Site-wide: 6,087 out of 118,102
  • Since beginning of last month:
    • Site-wide: 11,221 out of 118,102

GLMdenoise improves multivariate pattern analysis of fMRI data

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  • Downloaded 843 times
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    • Site-wide: 21,823 out of 118,102
    • In neuroscience: 2,936 out of 18,580
  • Year to date:
    • Site-wide: 96,399 out of 118,102
  • Since beginning of last month:
    • Site-wide: 106,751 out of 118,102

Inferring exemplar discriminability in brain representations

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  • Downloaded 830 times
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    • Site-wide: 22,363 out of 118,102
    • In neuroscience: 3,010 out of 18,580
  • Year to date:
    • Site-wide: 94,559 out of 118,102
  • Since beginning of last month:
    • Site-wide: 70,156 out of 118,102

From categories to dimensions: spatio-temporal dynamics of the cerebral representations of emotion in voice

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  • Downloaded 809 times
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    • Site-wide: 23,148 out of 118,102
    • In neuroscience: 3,134 out of 18,580
  • Year to date:
    • Site-wide: 58,212 out of 118,102
  • Since beginning of last month:
    • Site-wide: 61,367 out of 118,102

Faciotopy—a face-feature map with face-like topology in the human occipital face area

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  • Downloaded 730 times
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    • Site-wide: 26,695 out of 118,102
    • In neuroscience: 3,701 out of 18,580
  • Year to date:
    • Site-wide: 94,597 out of 118,102
  • Since beginning of last month:
    • Site-wide: 82,567 out of 118,102

Analysing linear multivariate pattern transformations in neuroimaging data

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  • Downloaded 617 times
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    • Site-wide: 33,487 out of 118,102
    • In neuroscience: 4,823 out of 18,580
  • Year to date:
    • Site-wide: 76,433 out of 118,102
  • Since beginning of last month:
    • Site-wide: 83,804 out of 118,102

Rapid invariant encoding of scene layout in human OPA

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  • Downloaded 611 times
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    • Site-wide: 33,932 out of 118,102
    • In neuroscience: 4,894 out of 18,580
  • Year to date:
    • Site-wide: 57,317 out of 118,102
  • Since beginning of last month:
    • Site-wide: 85,443 out of 118,102

Faces and voices in the brain: a modality-general person-identity representation in superior temporal sulcus

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  • Downloaded 592 times
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    • Site-wide: 35,296 out of 118,102
    • In neuroscience: 5,111 out of 18,580
  • Year to date:
    • Site-wide: 71,578 out of 118,102
  • Since beginning of last month:
    • Site-wide: 58,531 out of 118,102

FFA and OFA encode distinct types of face identity information

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  • Downloaded 395 times
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    • Site-wide: 55,832 out of 118,102
    • In neuroscience: 8,567 out of 18,580
  • Year to date:
    • Site-wide: 18,713 out of 118,102
  • Since beginning of last month:
    • Site-wide: 37,528 out of 118,102

Local opposite orientation preferences in V1: fMRI sensitivity to fine-grained pattern information

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  • Downloaded 386 times
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    • Site-wide: 57,235 out of 118,102
    • In neuroscience: 8,785 out of 18,580
  • Year to date:
    • Site-wide: 112,409 out of 118,102
  • Since beginning of last month:
    • Site-wide: 106,734 out of 118,102

Perceived ambiguity of social interactions increases coupling between frontal and temporal nodes of the social brain

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  • Downloaded 382 times
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    • Site-wide: 57,838 out of 118,102
    • In neuroscience: 8,866 out of 18,580
  • Year to date:
    • Site-wide: 19,519 out of 118,102
  • Since beginning of last month:
    • Site-wide: 65,821 out of 118,102

Prospective Motion correction improves the sensitivity of fMRI pattern decoding

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  • Downloaded 286 times
  • Download rankings, all-time:
    • Site-wide: 73,665 out of 118,102
    • In neuroscience: 11,567 out of 18,580
  • Year to date:
    • Site-wide: 114,094 out of 118,102
  • Since beginning of last month:
    • Site-wide: None out of 118,102

Rapid event-related, BOLD, NHP: choose two out of three

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  • Downloaded 240 times
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    • Site-wide: 82,648 out of 118,102
    • In neuroscience: 13,018 out of 18,580
  • Year to date:
    • Site-wide: 34,254 out of 118,102
  • Since beginning of last month:
    • Site-wide: 52,564 out of 118,102

Noise ceiling on the crossvalidated performance of reweighted models of representational dissimilarity: Addendum to Khaligh-Razavi & Kriegeskorte (2014)

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  • Downloaded 218 times
  • Download rankings, all-time:
    • Site-wide: 87,207 out of 118,102
    • In neuroscience: 13,808 out of 18,580
  • Year to date:
    • Site-wide: 38,468 out of 118,102
  • Since beginning of last month:
    • Site-wide: 88,847 out of 118,102

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