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Jonathan Kao, MS - Publications

Affiliations: 
Electrical Engineering Stanford University, Palo Alto, CA 
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40 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Lee JY, Lee S, Mishra A, Yan X, McMahan B, Gaisford B, Kobashigawa C, Qu M, Xie C, Kao JC. Non-invasive brain-machine interface control with artificial intelligence copilots. Biorxiv : the Preprint Server For Biology. PMID 39416032 DOI: 10.1101/2024.10.09.615886  0.352
2023 Kleinman M, Wang T, Xiao D, Feghhi E, Lee K, Carr N, Li Y, Hadidi N, Chandrasekaran C, Kao JC. A cortical information bottleneck during decision-making. Biorxiv : the Preprint Server For Biology. PMID 37502862 DOI: 10.1101/2023.07.12.548742  0.62
2021 Olsen S, Zhang J, Liang KF, Lam M, Riaz U, Kao JC. An artificial intelligence that increases simulated brain-computer interface performance. Journal of Neural Engineering. 18. PMID 33978599 DOI: 10.1088/1741-2552/abfaaa  0.813
2021 Shenoy KV, Kao JC. Measurement, manipulation and modeling of brain-wide neural population dynamics. Nature Communications. 12: 633. PMID 33504773 DOI: 10.1038/s41467-020-20371-1  0.564
2021 Peixoto D, Verhein JR, Kiani R, Kao JC, Nuyujukian P, Chandrasekaran C, Brown J, Fong S, Ryu SI, Shenoy KV, Newsome WT. Decoding and perturbing decision states in real time. Nature. PMID 33473215 DOI: 10.1038/s41586-020-03181-9  0.762
2020 Jiang X, Saggar H, Ryu SI, Shenoy KV, Kao JC. Structure in Neural Activity during Observed and Executed Movements Is Shared at the Neural Population Level, Not in Single Neurons. Cell Reports. 32: 108148. PMID 32905762 DOI: 10.1016/j.celrep.2020.108148  0.698
2020 Jiang X, Saggar H, Ryu SI, Shenoy KV, Kao JC. Structure in Neural Activity during Observed and Executed Movements Is Shared at the Neural Population Level, Not in Single Neurons. Cell Reports. 32: 108006. PMID 32783934 DOI: 10.1016/J.Celrep.2020.108006  0.717
2020 Nason SR, Vaskov AK, Willsey MS, Welle EJ, An H, Vu PP, Bullard AJ, Nu CS, Kao JC, Shenoy KV, Jang T, Kim HS, Blaauw D, Patil PG, Chestek CA. A low-power band of neuronal spiking activity dominated by local single units improves the performance of brain-machine interfaces. Nature Biomedical Engineering. PMID 32719512 DOI: 10.1038/S41551-020-0591-0  0.74
2019 Liang KF, Kao J. Deep Learning Neural Encoders for Motor Cortex. Ieee Transactions On Bio-Medical Engineering. PMID 31765302 DOI: 10.1109/Tbme.2019.2955722  0.827
2019 Kao JC. Considerations in using recurrent neural networks to probe neural dynamics. Journal of Neurophysiology. PMID 31619125 DOI: 10.1152/jn.00467.2018  0.327
2019 Stavisky SD, Kao JC, Nuyujukian P, Pandarinath C, Blabe C, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV. Publisher Correction: Brain-machine interface cursor position only weakly affects monkey and human motor cortical activity in the absence of arm movements. Scientific Reports. 9: 5528. PMID 30918269 DOI: 10.1038/S41598-018-37930-8  0.8
2018 Jiang X, Ryu SI, Shenoy KV, Kao JC. Single Neuron Firing Rate Statistics in Motor Cortex During Execution and Observation of Movement. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 981-986. PMID 30440555 DOI: 10.1109/EMBC.2018.8512445  0.696
2018 Stavisky SD, Kao JC, Nuyujukian P, Pandarinath C, Blabe C, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV. Brain-machine interface cursor position only weakly affects monkey and human motor cortical activity in the absence of arm movements. Scientific Reports. 8: 16357. PMID 30397281 DOI: 10.1038/S41598-018-34711-1  0.807
2018 Pandarinath C, Ames KC, Russo AA, Farshchian A, Miller LE, Dyer EL, Kao JC. Latent Factors and Dynamics in Motor Cortex and Their Application to Brain-Machine Interfaces. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 38: 9390-9401. PMID 30381431 DOI: 10.1523/Jneurosci.1669-18.2018  0.731
2018 Pandarinath C, O'Shea DJ, Collins J, Jozefowicz R, Stavisky SD, Kao JC, Trautmann EM, Kaufman MT, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV, Abbott LF, Sussillo D. Inferring single-trial neural population dynamics using sequential auto-encoders. Nature Methods. PMID 30224673 DOI: 10.1038/S41592-018-0109-9  0.756
2017 Nuyujukian P, Kao JC, Ryu SI, Shenoy KV. A Non-Human Primate Brain-Computer Typing Interface. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 105: 66-72. PMID 33746239 DOI: 10.1109/JPROC.2016.2586967  0.789
2017 Even-Chen N, Stavisky SD, Kao JC, Ryu SI, Shenoy KV. Augmenting intracortical brain-machine interface with neurally driven error detectors. Journal of Neural Engineering. 14: 066007. PMID 29130452 DOI: 10.1088/1741-2552/Aa8Dc1  0.819
2017 Kao JC, Ryu SI, Shenoy KV. Leveraging neural dynamics to extend functional lifetime of brain-machine interfaces. Scientific Reports. 7: 7395. PMID 28784984 DOI: 10.1038/S41598-017-06029-X  0.76
2017 Stavisky SD, Kao JC, Ryu SI, Shenoy KV. Motor Cortical Visuomotor Feedback Activity Is Initially Isolated from Downstream Targets in Output-Null Neural State Space Dimensions. Neuron. PMID 28625485 DOI: 10.1016/J.Neuron.2017.05.023  0.809
2017 Sussillo D, Stavisky SD, Kao JC, Ryu SI, Shenoy KV. Corrigendum: Making brain-machine interfaces robust to future neural variability. Nature Communications. 8: 14490. PMID 28106034 DOI: 10.1038/Ncomms14490  0.796
2017 Stavisky SD, Kao JC, Ryu SI, Shenoy KV. TRIAL-BY-TRIAL MOTOR CORTICAL CORRELATES OF A RAPIDLY ADAPTING VISUOMOTOR INTERNAL MODEL. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28087767 DOI: 10.1523/Jneurosci.1091-16.2016  0.832
2017 Nuyujukian P, Kao JC, Ryu SI, Shenoy KV. A Nonhuman Primate Brain–Computer Typing Interface Proceedings of the Ieee. 105: 66-72. DOI: 10.1109/JPROC.2016.2586967  0.749
2016 Sussillo D, Stavisky SD, Kao JC, Ryu SI, Shenoy KV. Making brain-machine interfaces robust to future neural variability. Nature Communications. 7: 13749. PMID 27958268 DOI: 10.1038/Ncomms13749  0.811
2016 O'Shea DJ, Trautmann E, Chandrasekaran C, Stavisky S, Kao J, Sahani M, Ryu S, Deisseroth K, Shenoy KV. The need for calcium imaging in nonhuman primates: New motor neuroscience and brain-machine interfaces. Experimental Neurology. PMID 27511294 DOI: 10.1016/J.Expneurol.2016.08.003  0.789
2016 Kao JC, Nuyujukian P, Ryu SI, Shenoy KV. A high-performance neural prosthesis incorporating discrete state selection with hidden Markov models. Ieee Transactions On Bio-Medical Engineering. PMID 27337709 DOI: 10.1109/Tbme.2016.2582691  0.794
2015 Kao JC, Ryu SI, Shenoy KV. Leveraging historical knowledge of neural dynamics to rescue decoder performance as neural channels are lost: "Decoder hysteresis". Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 1061-1066. PMID 26736448 DOI: 10.1109/EMBC.2015.7318548  0.742
2015 Even-Chen N, Stavisky SD, Kao JC, Ryu SI, Shenoy KV. Auto-deleting brain machine interface: Error detection using spiking neural activity in the motor cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 71-75. PMID 26736203 DOI: 10.1109/EMBC.2015.7318303  0.832
2015 Kao JC, Nuyujukian P, Ryu SI, Churchland MM, Cunningham JP, Shenoy KV. Single-trial dynamics of motor cortex and their applications to brain-machine interfaces. Nature Communications. 6: 7759. PMID 26220660 DOI: 10.1038/Ncomms8759  0.824
2015 Stavisky SD, Kao JC, Nuyujukian P, Ryu SI, Shenoy KV. A high performing brain-machine interface driven by low-frequency local field potentials alone and together with spikes. Journal of Neural Engineering. 12: 036009. PMID 25946198 DOI: 10.1088/1741-2560/12/3/036009  0.818
2015 Nuyujukian P, Fan JM, Kao JC, Ryu SI, Shenoy KV. A high-performance keyboard neural prosthesis enabled by task optimization. Ieee Transactions On Bio-Medical Engineering. 62: 21-9. PMID 25203982 DOI: 10.1109/Tbme.2014.2354697  0.792
2015 Stavisky SD, Kao JC, Sorokin JM, Ryu SI, Shenoy KV. System identification of brain-machine interface control using a cursor jump perturbation International Ieee/Embs Conference On Neural Engineering, Ner. 2015: 643-647. DOI: 10.1109/NER.2015.7146705  0.81
2015 Stavisky SD, Kao JC, Nuyujukian P, Ryu SI, Shenoy KV. A high performing brain-machine interface driven by low-frequency local field potentials alone and together with spikes Journal of Neural Engineering. 12. DOI: 10.1088/1741-2560/12/3/036009  0.794
2015 Kao JC, Nuyujukian P, Ryu SI, Churchland MM, Cunningham JP, Shenoy KV. Single-trial dynamics of motor cortex and their applications to brain-machine interfaces Nature Communications. 6. DOI: 10.1038/ncomms8759  0.812
2014 Stavisky SD, Kao JC, Nuyujukian P, Ryu SI, Shenoy KV. Hybrid decoding of both spikes and low-frequency local field potentials for brain-machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 3041-4. PMID 25570632 DOI: 10.1109/EMBC.2014.6944264  0.812
2014 Nuyujukian P, Kao JC, Fan JM, Stavisky SD, Ryu SI, Shenoy KV. Performance sustaining intracortical neural prostheses. Journal of Neural Engineering. 11: 066003. PMID 25307561 DOI: 10.1088/1741-2560/11/6/066003  0.809
2014 Fan JM, Nuyujukian P, Kao JC, Chestek CA, Ryu SI, Shenoy KV. Intention estimation in brain-machine interfaces. Journal of Neural Engineering. 11: 016004. PMID 24654266 DOI: 10.1088/1741-2560/11/1/016004  0.783
2014 Kao JC, Stavisky SD, Sussillo D, Nuyujukian P, Shenoy KV. Information systems opportunities in brain-machine interface decoders Proceedings of the Ieee. 102: 666-682. DOI: 10.1109/JPROC.2014.2307357  0.796
2013 Kao JC, Nuyujukian P, Stavisky S, Ryu SI, Ganguli S, Shenoy KV. Investigating the role of firing-rate normalization and dimensionality reduction in brain-machine interface robustness. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 293-8. PMID 24109682 DOI: 10.1109/EMBC.2013.6609495  0.811
2012 Gilja V, Nuyujukian P, Chestek CA, Cunningham JP, Yu BM, Fan JM, Churchland MM, Kaufman MT, Kao JC, Ryu SI, Shenoy KV. A high-performance neural prosthesis enabled by control algorithm design. Nature Neuroscience. 15: 1752-7. PMID 23160043 DOI: 10.1038/Nn.3265  0.767
2012 Sussillo D, Nuyujukian P, Fan JM, Kao JC, Stavisky SD, Ryu S, Shenoy K. A recurrent neural network for closed-loop intracortical brain-machine interface decoders. Journal of Neural Engineering. 9: 026027. PMID 22427488 DOI: 10.1088/1741-2560/9/2/026027  0.792
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