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Statistical methods for dissecting interactions between brain areas | 2020 | Current Opinion in Neurobiology 65, 59-69, 2020 | 66 | Fz3_tukAAAAJ:EYYDruWGBe4C | BYu | Biomedical Engineering | [
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Stimulus onset quenches neural variability: a widespread cortical phenomenon | 2010 | Nature neuroscience 13 (3), 369-378, 2010 | 1,230 | Fz3_tukAAAAJ:TQgYirikUcIC | BYu | Biomedical Engineering | [
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Stimulus-Driven Population Activity Patterns in Macaque Primary Visual Cortex | 2016 | PLOS Computational Biology 12 (12), e1005185, 2016 | 59 | Fz3_tukAAAAJ:V3AGJWp-ZtQC | BYu | Biomedical Engineering | [
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Techniques for extracting single-trial activity patterns from large-scale neural recordings | 2007 | Current opinion in neurobiology 17 (5), 609-618, 2007 | 202 | Fz3_tukAAAAJ:_Qo2XoVZTnwC | BYu | Biomedical Engineering | [
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The use of a virtual integration environment for the real-time implementation of neural decode algorithms | 2008 | 2008 30th Annual International Conference of the IEEE Engineering in …, 2008 | 7 | Fz3_tukAAAAJ:4DMP91E08xMC | BYu | Biomedical Engineering | [
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Timecourse of PMd processing predicts reaction time | 2004 | Soc. for Neurosci. Abstr. Slide presentation, paired with Shenoy and Churchland, 2004 | 2 | Fz3_tukAAAAJ:_kc_bZDykSQC | BYu | Biomedical Engineering | [
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Toward Optimal Estimates of Neural Firing Rates from Spike Trains | 2008 | Soc. Neurosci. Abs., 862.10-, 2008 | 0 | Fz3_tukAAAAJ:qUcmZB5y_30C | BYu | Biomedical Engineering | [
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Toward optimal target placement for neural prosthetic devices | 2008 | Journal of neurophysiology 100 (6), 3445-3457, 2008 | 30 | Fz3_tukAAAAJ:TFP_iSt0sucC | BYu | Biomedical Engineering | [
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Tracking momentary fluctuations in human attention with a cognitive brain-machine interface | 2022 | Communications Biology 5 (1), 1346, 2022 | 10 | Fz3_tukAAAAJ:XoXfffV-tXoC | BYu | Biomedical Engineering | [
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Trial-by-trial mean normalization improves plan period reach target decoding | 2005 | Program No. 519.18. 2005 Abstract Viewer/Itinerary Planner. Washington, DC …, 2005 | 7 | Fz3_tukAAAAJ:LkGwnXOMwfcC | BYu | Biomedical Engineering | [
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Uncovering motifs of concurrent signaling across multiple neuronal populations | 2023 | Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 11 | Fz3_tukAAAAJ:86PQX7AUzd4C | BYu | Biomedical Engineering | [
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Uncovering motifs of concurrent signaling across multiple neuronal populations—Supplementary Information— | null | 0 | Fz3_tukAAAAJ:rmuvC79q63oC | BYu | Biomedical Engineering | [
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|
785 The Speed at Which Reach Movement Plans Can Be Decoded from the Cortex and Its Implications for High-performance Neural Prosthetic Arm Systems | 2004 | Neurosurgery 55 (2), 481, 2004 | 4 | Fz3_tukAAAAJ:4TOpqqG69KYC | KYu | Biomedical Engineering | [
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A Path to Understanding How Motor Cortex Influences Muscle Activity | 2017 | Neuron 95 (3), 476-478, 2017 | 4 | Fz3_tukAAAAJ:dTyEYWd-f8wC | KYu | Biomedical Engineering | [
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A brain machine interface control algorithm designed from a feedback control perspective | 2012 | 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 35 | Fz3_tukAAAAJ:qxL8FJ1GzNcC | KYu | Biomedical Engineering | [
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A factor-analysis decoder for high-performance neural prostheses | 2008 | 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008 | 5 | Fz3_tukAAAAJ:KlAtU1dfN6UC | KYu | Biomedical Engineering | [
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A high performance neurally-controlled cursor positioning system | 2005 | Conference Proceedings. 2nd International IEEE EMBS Conference on Neural …, 2005 | 14 | Fz3_tukAAAAJ:YsMSGLbcyi4C | KYu | Biomedical Engineering | [
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A high-performance brain–computer interface | 2006 | nature 442 (7099), 195-198, 2006 | 928 | Fz3_tukAAAAJ:HDshCWvjkbEC | KYu | Biomedical Engineering | [
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A high-performance continuous cortically-controlled prosthesis enabled by feedback control design | 2010 | 2010 Neuroscience Meeting Planner, 2010 | 21 | Fz3_tukAAAAJ:IjCSPb-OGe4C | KYu | Biomedical Engineering | [
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A high-performance neural prosthesis enabled by control algorithm design | 2012 | Nature neuroscience 15 (12), 1752-1757, 2012 | 632 | Fz3_tukAAAAJ:blknAaTinKkC | KYu | Biomedical Engineering | [
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A neural basis of choking under pressure | 2024 | Neuron 112 (20), 3424-3433. e8, 2024 | 16 | Fz3_tukAAAAJ:8d8msizDQcsC | KYu | Biomedical Engineering | [
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A posture subspace in primary motor cortex | 2024 | bioRxiv, 2024 | 2 | Fz3_tukAAAAJ:4fGpz3EwCPoC | KYu | Biomedical Engineering | [
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A stable population code for attention in prefrontal cortex leads a dynamic attention code in visual cortex | 2021 | Journal of Neuroscience 41 (44), 9163-9176, 2021 | 29 | Fz3_tukAAAAJ:oNZyr7d5Mn4C | KYu | Biomedical Engineering | [
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A theory of brain-computer interface learning via | null | 0 | Fz3_tukAAAAJ:4hFrxpcac9AC | KYu | Biomedical Engineering | [
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|
A theory of brain-computer interface learning via low-dimensional control | 2024 | bioRxiv, 2024.04. 18.589952, 2024 | 2 | Fz3_tukAAAAJ:bz8QjSJIRt4C | KYu | Biomedical Engineering | [
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A theory of multineuronal dimensionality, dynamics and measurement | 2017 | bioRxiv, 214262, 2017 | 316 | Fz3_tukAAAAJ:hkOj_22Ku90C | KYu | Biomedical Engineering | [
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A theory of neural dimensionality and measurement | 2014 | Computational and Systems Neuroscience Conference (COSYNE), 2014 | 2 | Fz3_tukAAAAJ:ILKRHgRFtOwC | KYu | Biomedical Engineering | [
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Adaptive stimulus selection for optimizing neural population responses | 2017 | Advances in Neural Information Processing Systems, 1395-1405, 2017 | 21 | Fz3_tukAAAAJ:UHK10RUVsp4C | KYu | Biomedical Engineering | [
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Automated customization of large-scale spiking network models to neuronal population activity | 2024 | Nature Computational Science 4 (9), 690-705, 2024 | 1 | Fz3_tukAAAAJ:LO7wyVUgiFcC | KYu | Biomedical Engineering | [
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Average Power Reduction Using Time-Varying Bias with Bandlimited Pulses in Multiple-Subcarrier Intensity-Modulated Optical Systems | 2001 | 0 | Fz3_tukAAAAJ:08ZZubdj9fEC | KYu | Biomedical Engineering | [
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|
Brain machine interface | 2014 | US Patent 8,792,976, 2014 | 17 | Fz3_tukAAAAJ:BqipwSGYUEgC | KYu | Biomedical Engineering | [
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Brain–computer interface control along instructed paths | 2015 | Journal of neural engineering 12 (1), 016015, 2015 | 23 | Fz3_tukAAAAJ:zA6iFVUQeVQC | KYu | Biomedical Engineering | [
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Brain–computer interfaces for dissecting cognitive processes underlying sensorimotor control | 2016 | Current Opinion in Neurobiology 37, 53-58, 2016 | 127 | Fz3_tukAAAAJ:B3FOqHPlNUQC | KYu | Biomedical Engineering | [
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Bridging large-scale neuronal recordings and large-scale network models using dimensionality reduction | 2019 | Current opinion in neurobiology 55, 40-47, 2019 | 74 | Fz3_tukAAAAJ:zLWjf1WUPmwC | KYu | Biomedical Engineering | [
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Bridging neuronal correlations and dimensionality reduction | 2021 | Neuron 109 (17), 2740-2754. e12, 2021 | 37 | Fz3_tukAAAAJ:kuK5TVdYjLIC | KYu | Biomedical Engineering | [
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Computational neuroscience: Mathematical and statistical perspectives | 2018 | Annual review of statistics and its application 5 (1), 183-214, 2018 | 84 | Fz3_tukAAAAJ:eMMeJKvmdy0C | KYu | Biomedical Engineering | [
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Constraints on neural redundancy | 2018 | eLife 7, e36774, 2018 | 78 | Fz3_tukAAAAJ:uJ-U7cs_P_0C | KYu | Biomedical Engineering | [
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Cortical areas interact through a communication subspace | 2019 | Neuron 102 (1), 249-259. e4, 2019 | 360 | Fz3_tukAAAAJ:LI9QrySNdTsC | KYu | Biomedical Engineering | [
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Cortical neural prosthesis performance improves when eye position is monitored | 2008 | IEEE Transactions on Neural Systems and Rehabilitation Engineering 16 (1), 24-31, 2008 | 33 | Fz3_tukAAAAJ:Y0pCki6q_DkC | KYu | Biomedical Engineering | [
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DataHigh: Graphical user interface for visualizing and interacting with high-dimensional neural activity | 2013 | Journal of neural engineering 10 (6), 066012, 2013 | 55 | Fz3_tukAAAAJ:ZeXyd9-uunAC | KYu | Biomedical Engineering | [
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Decoding of neural signals for movement control | 2006 | US Patent 7,058,445, 2006 | 28 | Fz3_tukAAAAJ:JV2RwH3_ST0C | KYu | Biomedical Engineering | [
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Decoding of plan and peri-movement neural signals in prosthetic systems | 2002 | IEEE Workshop on Signal Processing Systems, 276-283, 2002 | 14 | Fz3_tukAAAAJ:Tyk-4Ss8FVUC | KYu | Biomedical Engineering | [
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Derivation of Kalman Filtering and Smoothing Equations | 2004 | 69 | Fz3_tukAAAAJ:maZDTaKrznsC | KYu | Biomedical Engineering | [
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|
Derivation of extended Kalman filtering and smoothing equations | 2004 | UR L: http://www-npl. stanford. edu/~ byronyu/papers/derive_eks. pdf 19, 25, 2004 | 69 | Fz3_tukAAAAJ:YFjsv_pBGBYC | KYu | Biomedical Engineering | [
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Detecting Neural-State Transitions Using Hidden | 2008 | J Neurophysiol 100, 2441-2452, 2008 | 0 | Fz3_tukAAAAJ:u_35RYKgDlwC | KYu | Biomedical Engineering | [
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Detecting changes in neural dynamics within single trials | 2011 | Frontiers in Neuroscience. Conference Abstract. Computational and Systems …, 2011 | 2 | Fz3_tukAAAAJ:ULOm3_A8WrAC | KYu | Biomedical Engineering | [
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Detecting neural-state transitions using hidden Markov models for motor cortical prostheses | 2008 | Journal of neurophysiology 100 (4), 2441-2452, 2008 | 186 | Fz3_tukAAAAJ:j3f4tGmQtD8C | KYu | Biomedical Engineering | [
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Deterministic Symmetric Positive Semidefinite Matrix Completion | 2014 | Advances in Neural Information Processing Systems, 2762-2770, 2014 | 52 | Fz3_tukAAAAJ:ZHo1McVdvXMC | KYu | Biomedical Engineering | [
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Dimensionality reduction for large-scale neural recordings | 2014 | Nature neuroscience, 2014 | 1,302 | Fz3_tukAAAAJ:pqnbT2bcN3wC | KYu | Biomedical Engineering | [
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Dimensionality reduction of calcium-imaged neuronal population activity | 2023 | Nature Computational Science 3 (1), 71-85, 2023 | 19 | Fz3_tukAAAAJ:hCrLmN-GePgC | KYu | Biomedical Engineering | [
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Dimensionality reduction on membrane potentials from neural populations | null | 0 | Fz3_tukAAAAJ:tOudhMTPpwUC | KYu | Biomedical Engineering | [
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|
Disentangling the flow of signals between populations of neurons | 2022 | Nature Computational Science 2 (8), 512-525, 2022 | 39 | Fz3_tukAAAAJ:Ug5p-4gJ2f0C | KYu | Biomedical Engineering | [
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Distance covariance analysis | 2017 | Artificial Intelligence and Statistics, 242-251, 2017 | 25 | Fz3_tukAAAAJ:WA5NYHcadZ8C | KYu | Biomedical Engineering | [
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Distinct population codes for attention in the absence and presence of visual stimulation | 2018 | Nature communications 9, 2018 | 45 | Fz3_tukAAAAJ:VLnqNzywnoUC | KYu | Biomedical Engineering | [
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Dynamical constraints on neural population activity | 2025 | Nature Neuroscience, 1-11, 2025 | 7 | Fz3_tukAAAAJ:_axFR9aDTf0C | KYu | Biomedical Engineering | [
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Dynamical segmentation of single trials from population neural data | 2011 | Advances in neural information processing systems, 756-764, 2011 | 95 | Fz3_tukAAAAJ:mVmsd5A6BfQC | KYu | Biomedical Engineering | [
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Empirical models of spiking in neural populations | 2011 | Advances in neural information processing systems, 1350-1358, 2011 | 303 | Fz3_tukAAAAJ:UebtZRa9Y70C | KYu | Biomedical Engineering | [
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Evidence for smooth and inertial dynamics in the evolution of neural state | 2008 | Soc. Neurosci. Abs., 319.8-, 2008 | 2 | Fz3_tukAAAAJ:aqlVkmm33-oC | KYu | Biomedical Engineering | [
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Expectation propagation for inference in non-linear dynamical models with Poisson observations | 2006 | Nonlinear Statistical Signal Processing Workshop, 2006 IEEE, 83-86, 2006 | 20 | Fz3_tukAAAAJ:hqOjcs7Dif8C | KYu | Biomedical Engineering | [
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Extracting Low-Dimensional Latent Structure from Time Series in the Presence of Delays | 2015 | Neural computation, 2015 | 50 | Fz3_tukAAAAJ:K3LRdlH-MEoC | KYu | Biomedical Engineering | [
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Extracting dynamical structure embedded in motor preparatory activity | 2005 | COSYNE 2005, 290-, 2005 | 0 | Fz3_tukAAAAJ:Wp0gIr-vW9MC | KYu | Biomedical Engineering | [
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Extracting dynamical structure embedded in neural activity | 2005 | Advances in neural information processing systems, 1545-1552, 2005 | 104 | Fz3_tukAAAAJ:u-x6o8ySG0sC | KYu | Biomedical Engineering | [
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Extracting dynamical structure embedded in neural activity | 2005 | Program, 2005 | 0 | Fz3_tukAAAAJ:J-pR_7NvFogC | KYu | Biomedical Engineering | [
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Extracting dynamical structure embedded in neural activity | 2005 | Advances in neural information processing systems, 1545-1552, 2005 | 0 | Fz3_tukAAAAJ:9ZlFYXVOiuMC | KYu | Biomedical Engineering | [
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Extracting latent structure from multiple interacting neural populations | 2014 | Advances in Neural Information Processing Systems, 2942-2950, 2014 | 51 | Fz3_tukAAAAJ:3s1wT3WcHBgC | KYu | Biomedical Engineering | [
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Factor-analysis methods for higher-performance neural prostheses | 2009 | Journal of neurophysiology 102 (2), 1315-1330, 2009 | 133 | Fz3_tukAAAAJ:isC4tDSrTZIC | KYu | Biomedical Engineering | [
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Fast Multi-Group Gaussian Process Factor Models | 2024 | arXiv preprint arXiv:2412.16773, 2024 | 0 | Fz3_tukAAAAJ:0izLItjtcgwC | KYu | Biomedical Engineering | [
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Feedback-directed state transition for recursive Bayesian estimation of goal-directed trajectories | 2005 | Computational and Systems Neuroscience (COSYNE) meeting, 2005 | 7 | Fz3_tukAAAAJ:ufrVoPGSRksC | KYu | Biomedical Engineering | [
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Feedforward and feedback interactions between visual cortical areas use different population activity patterns | 2022 | Nature communications 13 (1), 1099, 2022 | 110 | Fz3_tukAAAAJ:MLfJN-KU85MC | KYu | Biomedical Engineering | [
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Free-paced high-performance brain–computer interfaces | 2007 | Journal of neural engineering 4 (3), 336, 2007 | 96 | Fz3_tukAAAAJ:iH-uZ7U-co4C | KYu | Biomedical Engineering | [
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Free-paced target estimation in a delayed reach task | 2005 | Program No. 401.13. 2005 Abstract Viewer/Itinerary Planner. Washington, DC …, 2005 | 3 | Fz3_tukAAAAJ:MXK_kJrjxJIC | KYu | Biomedical Engineering | [
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Gaussian-Process Factor Analysis for Low-Dimensional Single-Trial Analysis of Neural Population Activity (vol 102, pg 614, 2009) | 2009 | J NEUROPHYSIOL 102 (3), 2008-2008, 2009 | 9 | Fz3_tukAAAAJ:hFOr9nPyWt4C | KYu | Biomedical Engineering | [
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Gaussian-process factor analysis for low-d single-trial analysis of neural population activity | 2009 | Frontiers in Systems Neuroscience. Conference Abstract: Computational and …, 2009 | 3 | Fz3_tukAAAAJ:mvPsJ3kp5DgC | KYu | Biomedical Engineering | [
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Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity | 2009 | Advances in neural information processing systems, 1881-1888, 2009 | 857 | Fz3_tukAAAAJ:RHpTSmoSYBkC | KYu | Biomedical Engineering | [
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Hidden markov models for spatial and temporal estimation for prosthetic control | 2006 | 2006 Abstract Viewer/Itinerary Planner, Atlanta, GA: Soc. for Neurosci, 2006 | 8 | Fz3_tukAAAAJ:WF5omc3nYNoC | KYu | Biomedical Engineering | [
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High information transfer rates in a neural prosthetic system | 2004 | Conference Proceeding of the 34th Annual Society for Neuroscience Meeting, 2004 | 1 | Fz3_tukAAAAJ:8k81kl-MbHgC | KYu | Biomedical Engineering | [
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High speed neural prosthetic icon positioning | 2004 | Soc. for Neurosci. Abstr 7, 2004 | 7 | Fz3_tukAAAAJ:Se3iqnhoufwC | KYu | Biomedical Engineering | [
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High-performance continuous neural cursor control enabled by a feedback control perspective | 2010 | Front Neurosci Conference Abstract: Computational and Systems Neuroscience, 2010 | 25 | Fz3_tukAAAAJ:2osOgNQ5qMEC | KYu | Biomedical Engineering | [
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High-performance neural prosthetic control along nstructed paths | 2011 | 2011 5th International IEEE/EMBS Conference on Neural Engineering, 601-604, 2011 | 6 | Fz3_tukAAAAJ:M3ejUd6NZC8C | KYu | Biomedical Engineering | [
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How learning unfolds in the brain: toward an optimization view | 2021 | Neuron 109 (23), 3720-3735, 2021 | 38 | Fz3_tukAAAAJ:k8Z6L05lTy4C | KYu | Biomedical Engineering | [
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Improving classification performance of neural prosthetic systems by combining plan and peri-movement activity | 2004 | Soc. for Neuroscience abstracts, 2004 | 1 | Fz3_tukAAAAJ:q3oQSFYPqjQC | KYu | Biomedical Engineering | [
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Improving neural prosthetic system performance by combining plan and peri-movement activity | 2004 | The 26th Annual International Conference of the IEEE Engineering in Medicine …, 2004 | 18 | Fz3_tukAAAAJ:qjMakFHDy7sC | KYu | Biomedical Engineering | [
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Increasing the performance of cortically-controlled prostheses | 2006 | 2006 International Conference of the IEEE Engineering in Medicine and …, 2006 | 22 | Fz3_tukAAAAJ:UeHWp8X0CEIC | KYu | Biomedical Engineering | [
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Inferring neural firing rates from spike trains using Gaussian processes | 2007 | Advances in neural information processing systems, 329-336, 2007 | 107 | Fz3_tukAAAAJ:d1gkVwhDpl0C | KYu | Biomedical Engineering | [
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Influence of movement speed on plan activity in monkey pre-motor cortex and implications for high-performance neural prosthetic system design | 2003 | Proceedings of the 25th Annual International Conference of the IEEE …, 2003 | 21 | Fz3_tukAAAAJ:zYLM7Y9cAGgC | KYu | Biomedical Engineering | [
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Internal Models in Closed-loop Brain-computer Interfaces: Evidence and Implications | null | 0 | Fz3_tukAAAAJ:KUbvn5osdkgC | KYu | Biomedical Engineering | [
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|
Internal models engaged by brain-computer interface control | 2012 | 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 31 | Fz3_tukAAAAJ:QIV2ME_5wuYC | KYu | Biomedical Engineering | [
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Internal models for interpreting neural population activity during sensorimotor control | 2015 | eLife, e10015, 2015 | 68 | Fz3_tukAAAAJ:4fKUyHm3Qg0C | KYu | Biomedical Engineering | [
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Intracortical communication prosthesis design | 2005 | Soc. Neurosci., Washington, DC, 2005 | 2 | Fz3_tukAAAAJ:YOwf2qJgpHMC | KYu | Biomedical Engineering | [
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Kemere C, Santhanam G, Afshar A, Ryu SI, Meng TH, Sahani M, Shenoy KV | 2007 | Mixture of trajectory models for neural decoding of goal-directed movements …, 2007 | 6 | Fz3_tukAAAAJ:_Ybze24A_UAC | KYu | Biomedical Engineering | [
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Krishna Shenoy (1968–2023) | 2023 | Neuron 111 (6), 764-766, 2023 | 1 | Fz3_tukAAAAJ:FPJr55Dyh1AC | KYu | Biomedical Engineering | [
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] |
Learning an internal dynamics model from control demonstration | 2013 | JMLR workshop and conference proceedings, 606, 2013 | 47 | Fz3_tukAAAAJ:7PzlFSSx8tAC | KYu | Biomedical Engineering | [
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Learning by neural reassociation | 2018 | Nature neuroscience 21 (4), 607-616, 2018 | 259 | Fz3_tukAAAAJ:lmc2jWPfTJgC | KYu | Biomedical Engineering | [
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Learning is shaped by abrupt changes in neural engagement | 2021 | Nature Neuroscience 24 (5), 727-736, 2021 | 71 | Fz3_tukAAAAJ:VaXvl8Fpj5cC | KYu | Biomedical Engineering | [
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Learning leaves a memory trace in motor cortex | 2024 | Current Biology 34 (7), 1519-1531. e4, 2024 | 15 | Fz3_tukAAAAJ:9pM33mqn1YgC | KYu | Biomedical Engineering | [
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Low-dimensional single-trial analysis of neural population activity | null | 0 | Fz3_tukAAAAJ:O3NaXMp0MMsC | KYu | Biomedical Engineering | [
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