Kendrick Kay

About

Work

University of Minnesota
|

Faculty, Associate Professor

US

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University of Minnesota System
|

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

Variation in the geometry of concept manifolds across human visual cortex

Published by

PLOS Computational Biology

Summary

journal-article

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

Published by

Nature Machine Intelligence

Summary

journal-article

Disentangling signal and noise in neural responses through generative modeling

Published by

PLOS Computational Biology

Summary

journal-article

A two-dimensional space of linguistic representations shared across individuals

Summary

preprint

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

Summary

preprint

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

Summary

preprint

Representational Geometries of Perception and Working Memory: A Pilot Study

Summary

preprint

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

Summary

preprint

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

Summary

preprint

Temporal asymmetry of neural pattern similarity predicts recognition memory decisions

Published by

Communications biology

Summary

journal-article

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

Published by

Cell reports

Summary

journal-article

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

Summary

preprint

Cortical substrates of perceptual confusion between pitch and timbre

Summary

preprint

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

Published by

Nature communications

Summary

journal-article

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

Published by

Nature communications

Summary

journal-article

Variation in the geometry of concept manifolds across human visual cortex

Summary

preprint

The human social cognitive network contains multiple regions within the amygdala

Published by

Science Advances

Summary

journal-article

The human social cognitive network contains multiple regions within the amygdala

Published by

Science Advances

Summary

journal-article

The human social cognitive network contains multiple regions within the amygdala

Published by

Science Advances

Summary

journal-article

Principles of intensive human neuroimaging

Published by

Trends in Neurosciences

Summary

journal-article

Principles of intensive human neuroimaging

Published by

Trends in Neurosciences

Summary

journal-article

Frontostriatal salience network expansion in individuals in depression

Published by

Nature

Summary

journal-article

Frontostriatal salience network expansion in individuals in depression.

Published by

Nature

Summary

journal-article

Stacked regressions and structured variance partitioning for interpretable brain maps

Published by

NeuroImage

Summary

journal-article

Stacked regressions and structured variance partitioning for interpretable brain maps

Published by

NeuroImage

Summary

journal-article

Semantic plasticity across timescales in the human brain

Summary

preprint

Semantic plasticity across timescales in the human brain

Summary

preprint

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

Published by

Magnetic Resonance Materials in Physics, Biology and Medicine

Summary

journal-article

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

Published by

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

Summary

journal-article

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

Published by

Proceedings of the National Academy of Sciences

Summary

journal-article

Disentangling signal and noise in neural responses through generative modeling

Summary

preprint

Driving and suppressing the human language network using large language models

Published by

Nature Human Behaviour

Summary

journal-article

Semantic plasticity across timescales in the human brain

Summary

preprint

Computational and Network Modeling of Neuroimaging Data

Summary

book

Preface

Published by

Computational and Network Modeling of Neuroimaging Data

Summary

book-chapter

Tasks and their role in visual neuroscience

Published by

Neuron

Summary

journal-article

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

Summary

preprint

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

Summary

preprint

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

Published by

Nature Machine Intelligence

Summary

journal-article

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

Published by

Nature communications

Summary

journal-article

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

Published by

Nature communications

Summary

journal-article

Tasks and their role in visual neuroscience

Published by

Neuron

Summary

journal-article

Engaging in word recognition elicits highly specific modulations in visual cortex

Published by

Current Biology

Summary

journal-article

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

Summary

preprint

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

Published by

Current Biology

Summary

journal-article

Driving and suppressing the human language network using large language models

Summary

preprint

Stacked regressions and structured variance partitioning for interpretable brain maps

Summary

preprint

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

Summary

preprint

The need for validation in layer-specific fMRI

Summary

preprint

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

Published by

NeuroImage

Summary

journal-article

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

Published by

Nature communications

Summary

journal-article

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

Published by

eLife

Summary

journal-article

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

Published by

eLife

Summary

journal-article

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

Published by

Journal of Neuroscience

Summary

journal-article

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

Published by

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

Summary

journal-article

Engaging in word recognition elicits highly specific modulations in visual cortex

Summary

preprint

Non-Neural Factors Influencing BOLD Response Magnitudes within Individual Subjects

Published by

Journal of Neuroscience

Summary

journal-article

The risk of bias in denoising methods: Examples from neuroimaging

Published by

PLOS ONE

Summary

journal-article

The risk of bias in denoising methods

Published by

PloS one

Summary

journal-article

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

Summary

preprint

The retrocalcarine sulcus maps different retinotopic representations in macaques and humans

Published by

Brain Structure and Function

Summary

journal-article

Sensory Recruitment Revisited

Published by

Cerebral Cortex

Summary

journal-article

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

Summary

preprint

NeuroGen

Published by

NeuroImage

Summary

journal-article

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

Summary

preprint

Distinct Representations of Tonotopy and Pitch in Human Auditory Cortex

Published by

Journal of Neuroscience

Summary

journal-article

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

Published by

Nature neuroscience

Summary

journal-article

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))

Published by

Current Opinion in Behavioral Sciences

Summary

other

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

Published by

NeuroImage

Summary

journal-article

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

Published by

Nature Communications

Summary

journal-article

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

Published by

Nature communications

Summary

journal-article

Extensive sampling for complete models of individual brains

Published by

Current Opinion in Behavioral Sciences

Summary

journal-article

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

Summary

preprint

Non-neural factors influencing BOLD response magnitudes within individual subjects

Summary

preprint

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

Summary

preprint

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

Published by

Journal of Neuroscience

Summary

journal-article

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

Published by

Journal of Neuroscience

Summary

journal-article

Flexible top-down modulation in human ventral temporal cortex

Published by

NeuroImage

Summary

journal-article

Flexible top-down modulation in human ventral temporal cortex

Published by

NeuroImage

Summary

journal-article

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

Published by

GigaScience

Summary

journal-article

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

Published by

Nature Methods

Summary

journal-article

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

Published by

Nature Methods

Summary

journal-article

Dissociation of tonotopy and pitch in human auditory cortex

Summary

preprint

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

Published by

PLOS Computational Biology

Summary

journal-article

Understanding multivariate brain activity

Published by

PLoS computational biology

Summary

journal-article

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

Published by

The Journal of Neuroscience

Summary

journal-article

Fractional ridge regression

Published by

GigaScience

Summary

journal-article

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

Published by

NeuroImage

Summary

journal-article

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

Summary

other

Predicting neuronal dynamics with a delayed gain control model

Published by

PLOS Computational Biology

Summary

journal-article

Predicting neuronal dynamics with a delayed gain control model

Published by

PLoS Computational Biology

Summary

journal-article

Predicting neuronal dynamics with a delayed gain control model

Published by

PLoS computational biology

Summary

journal-article

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

Published by

eLife

Summary

journal-article

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

Published by

eLife

Summary

journal-article

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

Published by

eLife

Summary

journal-article

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

Summary

other

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

Published by

NeuroImage

Summary

journal-article

Compressive temporal summation in human visual cortex

Published by

Journal of Neuroscience

Summary

journal-article

Compressive temporal summation in human visual cortex

Published by

Journal of Neuroscience

Summary

journal-article

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

Published by

Cerebral Cortex

Summary

journal-article

Appreciating diversity of goals in computational neuroscience

Summary

preprint

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

Published by

Cerebral Cortex

Summary

journal-article

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

Published by

PLoS ONE

Summary

journal-article

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

Published by

PloS one

Summary

journal-article

Cognitive Computational Neuroscience: A New Conference for an Emerging Discipline

Published by

Trends in Cognitive Sciences

Summary

journal-article

Cognitive Computational Neuroscience

Published by

Trends in Cognitive Sciences

Summary

journal-article

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

Published by

NeuroImage

Summary

journal-article

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

Published by

NeuroImage

Summary

journal-article

Foreground-background segmentation revealed during natural image viewing

Published by

eNeuro

Summary

journal-article

Foreground-background segmentation revealed during natural image viewing

Published by

eNeuro

Summary

journal-article

GLMdenoise improves multivariate pattern analysis of fMRI data

Published by

NeuroImage

Summary

journal-article

GLMdenoise improves multivariate pattern analysis of fMRI data

Published by

NeuroImage

Summary

journal-article

Compressive Temporal Summation in Human Visual Cortex

Published by

The Journal of Neuroscience

Summary

journal-article

Principles for models of neural information processing

Published by

NeuroImage

Summary

journal-article

Principles for models of neural information processing

Published by

NeuroImage

Summary

journal-article

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

Published by

Journal of Vision

Summary

journal-article

The Human Connectome Project 7 Tesla retinotopy dataset

Published by

Journal of vision

Summary

journal-article

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

Summary

other

GLMdenoise improves multivariate pattern analysis of fMRI data

Summary

other

Flexible top-down modulation in human ventral temporal cortex

Summary

other

Foreground-background segmentation revealed during natural image viewing

Summary

preprint

Principles for models of neural information processing

Summary

preprint

The functional neuroanatomy of face processing

Published by

Advances in Computer Vision and Pattern Recognition

Summary

book-chapter

Compressive Temporal Summation in Human Visual Cortex

Summary

preprint

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

Published by

eLife

Summary

journal-article

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

Published by

eLife

Summary

journal-article

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

Published by

eLife

Summary

journal-article

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

Summary

preprint

Unifying Temporal Phenomena in Human Visual Cortex

Summary

preprint

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

Published by

Human Brain Mapping

Summary

journal-article

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

Published by

Human Brain Mapping

Summary

journal-article

Binocular Rivalry: A Window into Cortical Competition and Suppression

Published by

Journal of the Indian Institute of Science

Summary

journal-article

Binocular Rivalry

Published by

Journal of the Indian Institute of Science

Summary

journal-article

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

Published by

Journal of Mathematical Psychology

Summary

journal-article

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

Published by

Journal of Mathematical Psychology

Summary

journal-article

The Functional Neuroanatomy of Human Face Perception

Published by

Annual Review of Vision Science

Summary

journal-article

The Functional Neuroanatomy of Human Face Perception

Published by

Annual review of vision science

Summary

journal-article

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

Published by

Advances in Computer Vision and Pattern Recognition

Summary

book

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

Summary

preprint

Reward Motivation Enhances Task Coding in Frontoparietal Cortex

Published by

Cerebral Cortex

Summary

journal-article

Reward Motivation Enhances Task Coding in Frontoparietal Cortex

Published by

Cerebral Cortex

Summary

journal-article

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

Published by

Cognitive Neuropsychology

Summary

journal-article

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

Published by

Cognitive Neuropsychology

Summary

journal-article

Attention reduces spatial uncertainty in human ventral temporal cortex

Published by

Current Biology

Summary

journal-article

Evaluating the accuracy of diffusion MRI models in white matter

Published by

PLoS ONE

Summary

journal-article

Visual representations are dominated by intrinsic fluctuations correlated between areas

Published by

NeuroImage

Summary

journal-article

Visual representations are dominated by intrinsic fluctuations correlated between areas

Published by

NeuroImage

Summary

journal-article

Visual representations are dominated by intrinsic fluctuations correlated between areas

Published by

NeuroImage

Summary

journal-article

Attention reduces spatial uncertainty in human ventral temporal cortex

Published by

Current Biology

Summary

journal-article

Computational Modeling of Responses in Human Visual Cortex

Published by

Brain Mapping: An Encyclopedic Reference

Summary

book

Computational Modeling of Responses in Human Visual Cortex

Published by

Acquisition Methods, Methods and Modeling

Summary

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)

Published by

PLoS ONE

Summary

journal-article

Evaluating the accuracy of diffusion MRI models in white matter

Published by

PloS one

Summary

journal-article

Resolving Ambiguities of MVPA Using Explicit Models of Representation

Published by

Trends in Cognitive Sciences

Summary

journal-article

Resolving Ambiguities of MVPA Using Explicit Models of Representation

Published by

Trends in Cognitive Sciences

Summary

journal-article

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

Published by

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

Summary

conference-paper

Erratum

Published by

PloS one

Summary

other

Sparse atomic feature learning via gradient regularization

Published by

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

Summary

conference-paper

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

Summary

preprint

Evaluation and statistical inference for human connectomes

Published by

Nature Methods

Summary

journal-article

Evaluation and statistical inference for human connectomes

Published by

Nature Methods

Summary

journal-article

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

Published by

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

Summary

conference-paper

Haptic fMRI

Published by

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

Summary

conference-paper

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

Published by

PLoS Computational Biology

Summary

journal-article

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

Published by

PLoS computational biology

Summary

journal-article

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

Published by

Current Biology

Summary

journal-article

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

Published by

Current Biology

Summary

journal-article

Compressive spatial summation in human visual cortex

Published by

Journal of Neurophysiology

Summary

journal-article

Compressive spatial summation in human visual cortex

Published by

Journal of neurophysiology

Summary

journal-article

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

Published by

Frontiers in Neuroscience

Summary

journal-article

GLMdenoise

Published by

Frontiers in Neuroscience

Summary

journal-article

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

Published by

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

Summary

conference-paper

Haptic fMRI

Published by

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

Summary

conference-paper

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

Published by

Nature Medicine

Summary

journal-article

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

Published by

Nature Medicine

Summary

journal-article

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

Published by

Annals of Applied Statistics

Summary

journal-article

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

Published by

Annals of Applied Statistics

Summary

journal-article

Encoding and decoding in fMRI

Published by

NeuroImage

Summary

journal-article

Encoding and decoding in fMRI

Published by

NeuroImage

Summary

journal-article

Bayesian Reconstruction of Natural Images from Human Brain Activity

Published by

Neuron

Summary

journal-article

Bayesian Reconstruction of Natural Images from Human Brain Activity

Published by

Neuron

Summary

journal-article

Bayesian reconstruction of perceptual experiences from human brain activity

Published by

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

Summary

book

Bayesian reconstruction of perceptual experiences from human brain activity

Published by

Foundations of Augmented Cognition

Summary

conference-paper

I can see what you see

Published by

Nature Neuroscience

Summary

journal-article

I can see what you see

Published by

Nature neuroscience

Summary

journal-article

Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images

Published by

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

Summary

conference-paper

Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images

Published by

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

Summary

conference-paper

Identifying natural images from human brain activity

Published by

Nature

Summary

journal-article

Identifying natural images from human brain activity

Published by

Nature

Summary

journal-article

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

Published by

Human Brain Mapping

Summary

journal-article

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

Published by

Human Brain Mapping

Summary

journal-article

Topographic organization in and near human visual area V4

Published by

Journal of Neuroscience

Summary

journal-article

Topographic organization in and near human visual area V4

Published by

Journal of Neuroscience

Summary

journal-article