Kendrick Kay

Work

University of Minnesota

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Faculty, Associate Professor

US

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University of Minnesota System

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Assistant Professor

US

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University of Minnesota

|

Faculty, Assistant Professor

US

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University of Minnesota

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Adjunct Faculty, Adjunct Assistant Professor

US

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Publications

Single pulse electrical stimulation in white matter modulates iEEG visual responses in human early visual cortex

preprint

Dissociating stimulus encoding and task demands in ECoG responses from human visual cortex

preprint

Whole-brain meso-vein imaging in living humans using fast 7 T MRI

preprint

Motion-corrected eye tracking (MoCET) improves gaze accuracy during visual fMRI experiments

preprint

Situating the salience and parietal memory networks in the context of multiple parallel distributed networks using precision functional mapping

Cell reports

journal-article

Spatial Frequency Maps in Human Visual Cortex: A Replication and Extension

preprint

Representational Geometries of Perception and Working Memory: A Pilot Study

preprint

Variation in the geometry of concept manifolds across human visual cortex

PLOS Computational Biology

journal-article

High-level visual representations in the human brain are aligned with large language models

Nature Machine Intelligence

journal-article

Temporal asymmetry of neural pattern similarity predicts recognition memory decisions

Communications biology

journal-article

Disentangling signal and noise in neural responses through generative modeling

PLOS Computational Biology

journal-article

A two-dimensional space of linguistic representations shared across individuals

preprint

Cortical substrates of perceptual confusion between pitch and timbre

preprint

Frontostriatal salience network expansion in individuals in depression

Nature

journal-article

Frontostriatal salience network expansion in individuals in depression.

Nature

journal-article

Stacked regressions and structured variance partitioning for interpretable brain maps

NeuroImage

journal-article

Stacked regressions and structured variance partitioning for interpretable brain maps

NeuroImage

journal-article

Semantic plasticity across timescales in the human brain

preprint

Semantic plasticity across timescales in the human brain

preprint

Improved quantitative parameter estimation for prostate T2 relaxometry using convolutional neural networks

Magnetic Resonance Materials in Physics, Biology and Medicine

journal-article

Natural scenes reveal diverse representations of 2D and 3D body pose in the human brain

Proceedings of the National Academy of Sciences of the United States of America

journal-article

Natural scenes reveal diverse representations of 2D and 3D body pose in the human brain

Proceedings of the National Academy of Sciences

journal-article

Driving and suppressing the human language network using large language models

Nature Human Behaviour

journal-article

Disentangling signal and noise in neural responses through generative modeling

preprint

Semantic plasticity across timescales in the human brain

preprint

Computational and Network Modeling of Neuroimaging Data

book

Preface

Computational and Network Modeling of Neuroimaging Data

book-chapter

A large-scale examination of inductive biases shaping high-level visual representation in brains and machines

Nature communications

journal-article

Modeling short visual events through the BOLD moments video fMRI dataset and metadata

Nature communications

journal-article

Variation in the geometry of concept manifolds across human visual cortex

preprint

The human social cognitive network contains multiple regions within the amygdala

Science Advances

journal-article

The human social cognitive network contains multiple regions within the amygdala

Science Advances

journal-article

The human social cognitive network contains multiple regions within the amygdala

Science Advances

journal-article

Principles of intensive human neuroimaging

Trends in Neurosciences

journal-article

Principles of intensive human neuroimaging

Trends in Neurosciences

journal-article

Re-expression of CA1 and entorhinal activity patterns preserves temporal context memory at long timescales

Nature communications

journal-article

Stacked regressions and structured variance partitioning for interpretable brain maps

preprint

A single computational objective can produce specialization of streams in visual cortex

preprint

Social cognitive regions of human association cortex are selectively connected to the amygdala

preprint

Better models of human high-level visual cortex emerge from natural language supervision with a large and diverse dataset

Nature Machine Intelligence

journal-article

Brain-optimized deep neural network models of human visual areas learn non-hierarchical representations

Nature communications

journal-article

Driving and suppressing the human language network using large language models

preprint

Tasks and their role in visual neuroscience

Neuron

journal-article

Tasks and their role in visual neuroscience

Neuron

journal-article

Engaging in word recognition elicits highly specific modulations in visual cortex

Current Biology

journal-article

Improved Quantitative Parameter Estimation for Prostate T2 Relaxometry using Convolutional Neural Networks

preprint

Color-biased regions in the ventral visual pathway are food selective

Current Biology

journal-article

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

Nature neuroscience

journal-article

Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex

preprint

The need for validation in layer-specific fMRI

preprint

Natural scene sampling reveals reliable coarse-scale orientation tuning in human V1

Nature communications

journal-article

Improving the accuracy of single-trial fMRI response estimates using GLMsingle

eLife

journal-article

Improving the accuracy of single-trial fMRI response estimates using GLMsingle

eLife

journal-article

Variability of the Surface Area of the V1, V2, and V3 Maps in a Large Sample of Human Observers

Journal of Neuroscience

journal-article

Multiple traces and altered signal-to-noise in systems consolidation

Proceedings of the National Academy of Sciences of the United States of America

journal-article

Engaging in word recognition elicits highly specific modulations in visual cortex

preprint

Non-Neural Factors Influencing BOLD Response Magnitudes within Individual Subjects

Journal of Neuroscience

journal-article

The risk of bias in denoising methods: Examples from neuroimaging

PLOS ONE

journal-article

The risk of bias in denoising methods

PloS one

journal-article

Color-biased regions in the ventral visual pathway are food-selective

preprint

The retrocalcarine sulcus maps different retinotopic representations in macaques and humans

Brain Structure and Function

journal-article

Sensory Recruitment Revisited

Cerebral Cortex

journal-article

What can 1.8 billion regressions tell us about the pressures shaping high-level visual representation in brains and machines?

preprint

NeuroGen

NeuroImage

journal-article

GLMsingle: a toolbox for improving single-trial fMRI response estimates

preprint

Distinct Representations of Tonotopy and Pitch in Human Auditory Cortex

Journal of Neuroscience

journal-article

Mesoscopic in vivo human T2* dataset acquired using quantitative MRI at 7 Tesla

NeuroImage

journal-article

Extensive sampling for complete models of individual brains

Current Opinion in Behavioral Sciences

journal-article

Non-neural factors influencing BOLD response magnitudes within individual subjects

preprint

Mesoscopic in vivo human T2* dataset acquired using quantitative MRI at 7 Tesla

preprint

Corrigendum to “Extensive sampling for complete models of individual brains” (Current Opinion in Behavioral Sciences (2021) 40 (45–51), (S2352154620301960), (10.1016/j.cobeha.2020.12.008))

Current Opinion in Behavioral Sciences

other

Emerging ethical issues raised by highly portable MRI research in remote and resource-limited international settings

NeuroImage

journal-article

Holistic face recognition is an emergent phenomenon of spatial processing in face-selective regions

Nature Communications

journal-article

Holistic face recognition is an emergent phenomenon of spatial processing in face-selective regions

Nature communications

journal-article

Variability of the Surface Area of the V1, V2, and V3 Maps in a Large Sample of Human Observers

preprint

Ultra-high-resolution fMRI of Human Ventral Temporal Cortex Reveals Differential Representation of Categories and Domains

Journal of Neuroscience

journal-article

Flexible top-down modulation in human ventral temporal cortex

NeuroImage

journal-article

Flexible top-down modulation in human ventral temporal cortex

NeuroImage

journal-article

Fractional ridge regression: a fast, interpretable reparameterization of ridge regression

GigaScience

journal-article

A temporal decomposition method for identifying venous effects in task-based fMRI

Nature Methods

journal-article

A temporal decomposition method for identifying venous effects in task-based fMRI

Nature Methods

journal-article

Dissociation of tonotopy and pitch in human auditory cortex

preprint

Understanding multivariate brain activity: Evaluating the effect of voxelwise noise correlations on population codes in functional magnetic resonance imaging

PLOS Computational Biology

journal-article

Understanding multivariate brain activity

PLoS computational biology

journal-article

Ultra-high-resolution fMRI of Human Ventral Temporal Cortex Reveals Differential Representation of Categories and Domains

The Journal of Neuroscience

journal-article

Ultra-high-resolution fMRI of Human Ventral Temporal Cortex Reveals Differential Representation of Categories and Domains

Journal of Neuroscience

journal-article

Fractional ridge regression

GigaScience

journal-article

Understanding multivariate brain activity: evaluating the effect of voxelwise noise correlations on population codes in functional magnetic resonance imaging

other

TDM: a temporal decomposition method for removing venous effects from task-based fMRI

other

Predicting neuronal dynamics with a delayed gain control model

PLOS Computational Biology

journal-article

Predicting neuronal dynamics with a delayed gain control model

PLoS Computational Biology

journal-article

Predicting neuronal dynamics with a delayed gain control model

PLoS computational biology

journal-article

An image-computable model for the stimulus selectivity of gamma oscillations

eLife

journal-article

An image-computable model for the stimulus selectivity of gamma oscillations

eLife

journal-article

An image-computable model for the stimulus selectivity of gamma oscillations

eLife

journal-article

A critical assessment of data quality and venous effects in sub-millimeter fMRI

NeuroImage

journal-article

A critical assessment of data quality and venous effects in sub-millimeter fMRI

NeuroImage

journal-article

Compressive temporal summation in human visual cortex

Journal of Neuroscience

journal-article

Compressive temporal summation in human visual cortex

Journal of Neuroscience

journal-article

A new modular brain organization of the bold signal during natural vision

Cerebral Cortex

journal-article

Appreciating diversity of goals in computational neuroscience

preprint

A new modular brain organization of the bold signal during natural vision

Cerebral Cortex

journal-article

A non-invasive, quantitative study of broadband spectral responses in human visual cortex

PLoS ONE

journal-article

A non-invasive, quantitative study of broadband spectral responses in human visual cortex

PloS one

journal-article

Cognitive Computational Neuroscience: A New Conference for an Emerging Discipline

Trends in Cognitive Sciences

journal-article

Cognitive Computational Neuroscience

Trends in Cognitive Sciences

journal-article

Defining the most probable location of the parahippocampal place area using cortex-based alignment and cross-validation

NeuroImage

journal-article

Defining the most probable location of the parahippocampal place area using cortex-based alignment and cross-validation

NeuroImage

journal-article

Foreground-background segmentation revealed during natural image viewing

eNeuro

journal-article

Foreground-background segmentation revealed during natural image viewing

eNeuro

journal-article

GLMdenoise improves multivariate pattern analysis of fMRI data

NeuroImage

journal-article

GLMdenoise improves multivariate pattern analysis of fMRI data

NeuroImage

journal-article

Compressive Temporal Summation in Human Visual Cortex

The Journal of Neuroscience

journal-article

Principles for models of neural information processing

NeuroImage

journal-article

Principles for models of neural information processing

NeuroImage

journal-article

The Human Connectome Project 7 Tesla retinotopy dataset: Description and population receptive field analysis

Journal of Vision

journal-article

The Human Connectome Project 7 Tesla retinotopy dataset

Journal of vision

journal-article

GLMdenoise improves multivariate pattern analysis of fMRI data

other

Flexible top-down modulation in human ventral temporal cortex

other

A critical assessment of data quality and venous effects in ultra-high-resolution fMRI

other

Principles for models of neural information processing

preprint

Foreground-background segmentation revealed during natural image viewing

preprint

The functional neuroanatomy of face processing

Advances in Computer Vision and Pattern Recognition

book-chapter

Compressive Temporal Summation in Human Visual Cortex

preprint

Bottom-up and top-down computations in word- and face-selective cortex

eLife

journal-article

Bottom-up and top-down computations in word- and face-selective cortex

eLife

journal-article

Bottom-up and top-down computations in word- and face-selective cortex

eLife

journal-article

A non-invasive, quantitative study of broadband spectral responses in human visual cortex

preprint

Unifying Temporal Phenomena in Human Visual Cortex

preprint

Adaptive smoothing based on Gaussian processes regression increases the sensitivity and specificity of fMRI data

Human Brain Mapping

journal-article

Adaptive smoothing based on Gaussian processes regression increases the sensitivity and specificity of fMRI data

Human Brain Mapping

journal-article

Binocular Rivalry: A Window into Cortical Competition and Suppression

Journal of the Indian Institute of Science

journal-article

Binocular Rivalry

Journal of the Indian Institute of Science

journal-article

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

Journal of Mathematical Psychology

journal-article

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

Journal of Mathematical Psychology

journal-article

The Functional Neuroanatomy of Human Face Perception

Annual Review of Vision Science

journal-article

The Functional Neuroanatomy of Human Face Perception

Annual review of vision science

journal-article

The functional neuroanatomy of face processing: Insights from neuroimaging and implications for deep learning

Advances in Computer Vision and Pattern Recognition

book

Bottom-up and top-down computations in high-level visual cortex

preprint

Reward Motivation Enhances Task Coding in Frontoparietal Cortex

Cerebral Cortex

journal-article

Reward Motivation Enhances Task Coding in Frontoparietal Cortex

Cerebral Cortex

journal-article

Using precise word timing information improves decoding accuracy in a multiband-accelerated multimodal reading experiment

Cognitive Neuropsychology

journal-article

Using precise word timing information improves decoding accuracy in a multiband-accelerated multimodal reading experiment

Cognitive Neuropsychology

journal-article

Attention reduces spatial uncertainty in human ventral temporal cortex

Current Biology

journal-article

Evaluating the accuracy of diffusion MRI models in white matter

PLoS ONE

journal-article

Visual representations are dominated by intrinsic fluctuations correlated between areas

NeuroImage

journal-article

Visual representations are dominated by intrinsic fluctuations correlated between areas

NeuroImage

journal-article

Visual representations are dominated by intrinsic fluctuations correlated between areas

NeuroImage

journal-article

Attention reduces spatial uncertainty in human ventral temporal cortex

Current Biology

journal-article

Computational Modeling of Responses in Human Visual Cortex

Brain Mapping: An Encyclopedic Reference

book

Computational Modeling of Responses in Human Visual Cortex

Acquisition Methods, Methods and Modeling

book-chapter

Erratum: Evaluating the accuracy of diffusion MRI models in white matter (PLoS ONE (2015) 10:4 (e0123272) DOI: 10.1371/Journal.pone.0123272)

PLoS ONE

journal-article

Evaluating the accuracy of diffusion MRI models in white matter

PloS one

journal-article

Resolving Ambiguities of MVPA Using Explicit Models of Representation

Trends in Cognitive Sciences

journal-article

Resolving Ambiguities of MVPA Using Explicit Models of Representation

Trends in Cognitive Sciences

journal-article

Sparse atomic feature learning via gradient regularization: With applications to finding sparse representations of fMRI activity patterns

2014 IEEE Signal Processing in Medicine and Biology Symposium, IEEE SPMB 2014 - Proceedings

conference-paper

Erratum

PloS one

other

Sparse atomic feature learning via gradient regularization

2014 IEEE Signal Processing in Medicine and Biology Symposium, IEEE SPMB 2014 - Proceedings

conference-paper

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

preprint

Evaluation and statistical inference for human connectomes

Nature Methods

journal-article

Evaluation and statistical inference for human connectomes

Nature Methods

journal-article

Haptic fMRI: Accurately estimating neural responses in motor, pre-motor, and somatosensory cortex during complex motor tasks

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

conference-paper

Haptic fMRI

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

conference-paper

A Two-Stage Cascade Model of BOLD Responses in Human Visual Cortex

PLoS Computational Biology

journal-article

A Two-Stage Cascade Model of BOLD Responses in Human Visual Cortex

PLoS computational biology

journal-article

Asynchronous broadband signals are the principal source of the bold response in human visual cortex

Current Biology

journal-article

Asynchronous broadband signals are the principal source of the bold response in human visual cortex

Current Biology

journal-article

Compressive spatial summation in human visual cortex

Journal of Neurophysiology

journal-article

Compressive spatial summation in human visual cortex

Journal of neurophysiology

journal-article

GLMdenoise: A fast, automated technique for denoising task-based fMRI data

Frontiers in Neuroscience

journal-article

GLMdenoise

Frontiers in Neuroscience

journal-article

Haptic fMRI: Combining functional neuroimaging with haptics for studying the brain's motor control representation

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

Haptic fMRI

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013

conference-paper

Quantifying the local tissue volume and composition in individual brains with magnetic resonance imaging

Nature Medicine

journal-article

Quantifying the local tissue volume and composition in individual brains with magnetic resonance imaging

Nature Medicine

journal-article

Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models

Annals of Applied Statistics

journal-article

Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models

Annals of Applied Statistics

journal-article

Encoding and decoding in fMRI

NeuroImage

journal-article

Encoding and decoding in fMRI

NeuroImage

journal-article

Bayesian Reconstruction of Natural Images from Human Brain Activity

Neuron

journal-article

Bayesian Reconstruction of Natural Images from Human Brain Activity

Neuron

journal-article

Bayesian reconstruction of perceptual experiences from human brain activity

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Bayesian reconstruction of perceptual experiences from human brain activity

Foundations of Augmented Cognition

conference-paper

I can see what you see

Nature Neuroscience

journal-article

I can see what you see

Nature neuroscience

journal-article

Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images

Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference

conference-paper

Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images

Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference

conference-paper

Identifying natural images from human brain activity

Nature

journal-article

Identifying natural images from human brain activity

Nature

journal-article

Modeling low-frequency fluctuation and hemodynamic response timecourse in event-related fMRI

Human Brain Mapping

journal-article

Modeling low-frequency fluctuation and hemodynamic response timecourse in event-related fMRI

Human Brain Mapping

journal-article

Topographic organization in and near human visual area V4

Journal of Neuroscience

journal-article

Topographic organization in and near human visual area V4

Journal of Neuroscience

journal-article