Prefrontal cortex exhibits multidimensional dynamic encoding during decision-making MC Aoi, V Mante, JW Pillow Nature neuroscience 23 (11), 1410-1420, 2020 | 144 | 2020 |
Impaired cerebral autoregulation is associated with brain atrophy and worse functional status in chronic ischemic stroke MC Aoi, K Hu, MT Lo, M Selim, MS Olufsen, V Novak Public Library of Science 7 (10), e46794, 2012 | 76 | 2012 |
Exploiting gradients and Hessians in Bayesian optimization and Bayesian quadrature A Wu, MC Aoi, JW Pillow arXiv preprint arXiv:1704.00060, 2017 | 50 | 2017 |
Modeling statistical dependencies in multi-region spike train data SL Keeley, DM Zoltowski, MC Aoi, JW Pillow Current opinion in neurobiology 65, 194-202, 2020 | 42 | 2020 |
An approach to time-frequency analysis with ridges of the continuous chirplet transform M Aoi, K Lepage, Y Lim, UT Eden, TJ Gardner IEEE Transactions on Signal Processing 63 (3), 699-710, 2014 | 39 | 2014 |
Low-beta oscillations turn up the gain during category judgments DA Stanley, JE Roy, MC Aoi, NJ Kopell, EK Miller Cerebral Cortex 28 (1), 116-130, 2018 | 35 | 2018 |
Identifying signal and noise structure in neural population activity with Gaussian process factor models S Keeley, M Aoi, Y Yu, S Smith, JW Pillow Advances in neural information processing systems 33, 13795-13805, 2020 | 33 | 2020 |
Model-based targeted dimensionality reduction for neuronal population data M Aoi, JW Pillow Advances in neural information processing systems 31, 2018 | 27 | 2018 |
A procedure for testing across-condition rhythmic spike-field association change KQ Lepage, GG Gregoriou, MA Kramer, M Aoi, SJ Gotts, UT Eden, ... Journal of neuroscience methods 213 (1), 43-62, 2013 | 22 | 2013 |
Matrix-normal models for fMRI analysis M Shvartsman, N Sundaram, M Aoi, A Charles, T Willke, J Cohen International conference on artificial intelligence and statistics, 1914-1923, 2018 | 21 | 2018 |
Rate-adjusted spike–LFP coherence comparisons from spike-train statistics MC Aoi, KQ Lepage, MA Kramer, UT Eden Journal of Neuroscience Methods 240, 141-153, 2015 | 18 | 2015 |
Modeling cerebral blood flow and regulation M Aoi, P Gremaud, HT Tran, V Novak, MS Olufsen 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 16 | 2009 |
A new theoretical framework jointly explains behavioral and neural variability across subjects performing flexible decision-making M Pagan, VD Tang, MC Aoi, JW Pillow, V Mante, D Sussillo, CD Brody bioRxiv, 2022.11. 28.518207, 2022 | 13 | 2022 |
Is population activity more than the sum of its parts? JW Pillow, MC Aoi Nature neuroscience 20 (9), 1196-1198, 2017 | 11 | 2017 |
Nonlinear filtering methodologies for parameter estimation B Matzuka, M Aoi, A Attarian, HT Tran North Carolina State University. Center for Research in Scientific Computation, 2012 | 11 | 2012 |
Toward online, noninvasive, nonlinear assessment of cerebral autoregulation MC Aoi, BJ Matzuka, MS Olufsen 2011 Annual international conference of the IEEE Engineering in Medicine and …, 2011 | 11 | 2011 |
Scalable Bayesian inference for high-dimensional neural receptive fields MC Aoi, JW Pillow bioRxiv, 212217, 2017 | 9 | 2017 |
Recurrent dynamics of prefrontal cortex during context-dependent decision-making Z Cohen, B DePasquale, MC Aoi, JW Pillow bioRxiv, 2020.11. 27.401539, 2020 | 8 | 2020 |
Optimization of a mathematical model of cerebral autoregulation using patient data MC Aoi, CT Kelley, V Novak, MS Olufsen IFAC Proceedings Volumes 42 (12), 181-186, 2009 | 8 | 2009 |
Representing the dynamics of natural marmoset vocal behaviors in frontal cortex J Li, MC Aoi, CT Miller Neuron 112 (21), 3542-3550. e3, 2024 | 6 | 2024 |