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John P. Cunningham

Oak Ridge National Laboratory · US
Area of research
Cognitive Neuroscience · Artificial Intelligence
Research interest
Research interests include Neural dynamics and brain function, EEG and Brain-Computer Interfaces, Gaussian Processes and Bayesian Inference, and Neural Networks and Applications.
h-index
44
citations
13,876
works
187
NIH funding
primary concept
email

Recent publications

Almanac — Retrieval-Augmented Language Models for Clinical Medicine
NEJM AI 2024cited by 319position: middledoi
Flexible neural control of motor units
Nature Neuroscience 2022cited by 102position: middledoi
Neuroscience Cloud Analysis As a Service: An open-source platform for scalable, reproducible data analysis
Neuron 2022cited by 38position: lastdoi
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
PLoS Computational Biology 2021cited by 37position: middledoi
Interrogating theoretical models of neural computation with emergent property inference
eLife 2021cited by 26position: lastdoi
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
bioRxiv (Cold Spring Harbor Laboratory) 2021cited by 10position: middledoi
Neuroscience Cloud Analysis as a Service: An Open Source Platform for Scalable, Reproducible Data Analysis
SSRN Electronic Journal 2021cited by 3position: lastdoi
Author response: Interrogating theoretical models of neural computation with emergent property inference
2021cited by 1position: lastdoi
Neuroscience Cloud Analysis As a Service
bioRxiv (Cold Spring Harbor Laboratory) 2020cited by 20position: lastdoi
Motor Cortex Embeds Muscle-like Commands in an Untangled Population Response
Neuron 2018cited by 347position: middledoi
Different population dynamics in the supplementary motor area and motor cortex during reaching
Nature Communications 2018cited by 107position: middledoi
Behaviorally Selective Engagement of Short-Latency Effector Pathways by Motor Cortex
Neuron 2017cited by 201position: middledoi
Structure in neural population recordings: an expected byproduct of simpler phenomena?
Nature Neuroscience 2017cited by 182position: lastdoi
Tensor Analysis Reveals Distinct Population Structure that Parallels the Different Computational Roles of Areas M1 and V1
PLoS Computational Biology 2016cited by 76position: middledoi
Single-trial dynamics of motor cortex and their applications to brain-machine interfaces
Nature Communications 2015cited by 203position: middledoi
Clustered factor analysis of multineuronal spike data
2014cited by 23position: middle
Neural population dynamics during reaching
Nature 2012cited by 1,753position: middledoi

Grants

33rd International Conference on Machine Learning (ICML 2016)
NSF1630365$30,0002016–2017PIRePORTER
SBIR Phase I: Integrated Optical Monitor for Hybrid Opto-Electronic Transmitter
NSF0407458$33,3342004–2004PIRePORTER
SBIR Phase I: Integrated Optical Monitor for Hybrid Opto-Electronic Transmitter
NSF0319635$100,0002003–2004PIRePORTER
Phase Equilibria Measurements for Predictions by Group Contributions
NSF8713233$105,0001988–1994PIRePORTER
Integrated Elementary Science Project
NSF7900515$15,8651979–1980PIRePORTER

Frequent collaborators

Mark M. Churchland · Allen Institute for Brain Science7 papers (2012–2022)John Zhou · Columbia University5 papers (2020–2022)E. Kelly Buchanan · Stanford University5 papers (2020–2022)Liam Paninski · Columbia University Irving Medical Center5 papers (2020–2022)Taiga Abe · Columbia University3 papers (2020–2022)Sean R. Bittner · Columbia University3 papers (2018–2021)João Couto · University of California, Los Angeles3 papers (2020–2022)Sian Lee Kitt · Columbia University3 papers (2020–2022)Jeffrey Seely · Columbia University3 papers (2016–2018)Ryan Glassman · Columbia University3 papers (2020–2022)Krishna V. Shenoy · Stanford University3 papers (2012–2016)John D. Briggs · Columbia University3 papers (2020–2022)Ian Kinsella · Allen Institute for Brain Science3 papers (2020–2022)Shreya Saxena · Machine Intelligence Research Institute3 papers (2020–2022)Carlos D. Brody · Howard Hughes Medical Institute2 papers (2021–2021)Paul Nuyujukian · Neurosciences Institute2 papers (2012–2015)Najja J. Marshall · Columbia University2 papers (2018–2022)Anqi Wu · Princeton University2 papers (2021–2021)Andrew Miri · Northwestern University2 papers (2017–2018) · 2 papers (2021–2021)