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Matthew T. Kaufman

University of Chicago · US
Area of research
Cognitive Neuroscience · Biomedical Engineering
Research interest
Research interests include Neural dynamics and brain function, EEG and Brain-Computer Interfaces, Motor Control and Adaptation, and Muscle activation and electromyography studies.
h-index
32
citations
11,621
works
74
NIH funding
primary concept
email

Recent publications

Reach-dependent reorientation of rotational dynamics in motor cortex
Nature Communications 2024cited by 14position: lastdoi
Microstimulation of human somatosensory cortex evokes task-dependent, spatially patterned responses in motor cortex
Nature Communications 2023cited by 55position: middledoi
The implications of categorical and category-free mixed selectivity on representational geometries
Current Opinion in Neurobiology 2022cited by 54position: firstdoi
A deep learning framework for inference of single-trial neural population dynamics from calcium imaging with subframe temporal resolution
Nature Neuroscience 2022cited by 37position: middledoi
BRICseq Bridges Brain-wide Interregional Connectivity to Neural Activity and Gene Expression in Single Animals
Cell 2020cited by 98position: middledoi
Neural population dynamics in motor cortex are different for reach and grasp
eLife 2020cited by 77position: middledoi
Single-trial neural dynamics are dominated by richly varied movements
Nature Neuroscience 2019cited by 1,217position: middledoi
Accurate Estimation of Neural Population Dynamics without Spike Sorting
Neuron 2019cited by 285position: middledoi
Publisher Correction: Development of an optogenetic toolkit for neural circuit dissection in squirrel monkeys
Scientific Reports 2019cited by 1position: middledoi
Inferring single-trial neural population dynamics using sequential auto-encoders
Nature Methods 2018cited by 722position: middledoi
Development of an optogenetic toolkit for neural circuit dissection in squirrel monkeys
Scientific Reports 2018cited by 32position: middledoi
Posterior Parietal Cortex Guides Visual Decisions in Rats
Journal of Neuroscience 2017cited by 171position: middledoi
Perspectives on classical controversies about the motor cortex
Journal of Neurophysiology 2017cited by 138position: middledoi
The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
eNeuro 2016cited by 266position: firstdoi
Tensor Analysis Reveals Distinct Population Structure that Parallels the Different Computational Roles of Areas M1 and V1
PLoS Computational Biology 2016cited by 76position: middledoi
Neural population dynamics during reaching
Nature 2012cited by 1,753position: middledoi

Grants

Collaborative Research: NCS-FO: Discovering Dynamics in Massive-Scale Neural Datasets Using Machine Learning
NSF1835390$189,0492018–2021PIRePORTER

Frequent collaborators

Stephen I. Ryu · Pohang University of Science and Technology7 papers (2012–2019)Krishna V. Shenoy · Stanford University7 papers (2012–2019)Anne K. Churchland · University of California, Los Angeles4 papers (2017–2022)Daniel J. O’Shea · Pennsylvania State University4 papers (2018–2019)Mark M. Churchland · Allen Institute for Brain Science3 papers (2012–2016)Nicholas G. Hatsopoulos · Neurosciences Institute3 papers (2017–2023) · 2 papers (2019–2020)Eric M. Trautmann · University of California, Davis2 papers (2018–2019)Kristen W. Yeom · Stanford University2 papers (2018–2019)Karl Deisseroth · Stanford University2 papers (2018–2019) · 2 papers (2018–2019)Sliman J. Bensmaı̈a · University of Chicago2 papers (2020–2023)Emily Ferenczi · Brigham and Women's Hospital2 papers (2018–2019) · 2 papers (2018–2019)John P. Cunningham · Oak Ridge National Laboratory2 papers (2012–2016)Charu Ramakrishnan · Howard Hughes Medical Institute2 papers (2018–2019)David Sussillo · Neurosciences Institute2 papers (2016–2018)Chandramouli Chandrasekaran · Boston University2 papers (2018–2019)Sergey D. Stavisky · Georgia Institute of Technology2 papers (2018–2019)Chethan Pandarinath · Center for Neuro-Oncology2 papers (2018–2022)