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Items: 1 to 50 of 123


Neural Population Dynamics Underlying Motor Learning Transfer.

Vyas S, Even-Chen N, Stavisky SD, Ryu SI, Nuyujukian P, Shenoy KV.

Neuron. 2018 Mar 7;97(5):1177-1186.e3. doi: 10.1016/j.neuron.2018.01.040. Epub 2018 Feb 15.


Rapid calibration of an intracortical brain-computer interface for people with tetraplegia.

Brandman DM, Hosman T, Saab J, Burkhart MC, Shanahan BE, Ciancibello JG, Sarma AA, Milstein DJ, Vargas-Irwin CE, Franco B, Kelemen J, Blabe C, Murphy BA, Young DR, Willett FR, Pandarinath C, Stavisky SD, Kirsch RF, Walter BL, Bolu Ajiboye A, Cash SS, Eskandar EN, Miller JP, Sweet JA, Shenoy KV, Henderson JM, Jarosiewicz B, Harrison MT, Simeral JD, Hochberg LR.

J Neural Eng. 2018 Apr;15(2):026007. doi: 10.1088/1741-2552/aa9ee7.


ERAASR: an algorithm for removing electrical stimulation artifacts from multielectrode array recordings.

O'Shea DJ, Shenoy KV.

J Neural Eng. 2018 Apr;15(2):026020. doi: 10.1088/1741-2552/aaa365.


Augmenting intracortical brain-machine interface with neurally driven error detectors.

Even-Chen N, Stavisky SD, Kao JC, Ryu SI, Shenoy KV.

J Neural Eng. 2017 Dec;14(6):066007. doi: 10.1088/1741-2552/aa8dc1.


Laminar differences in decision-related neural activity in dorsal premotor cortex.

Chandrasekaran C, Peixoto D, Newsome WT, Shenoy KV.

Nat Commun. 2017 Sep 20;8(1):614. doi: 10.1038/s41467-017-00715-0.


Leveraging neural dynamics to extend functional lifetime of brain-machine interfaces.

Kao JC, Ryu SI, Shenoy KV.

Sci Rep. 2017 Aug 7;7(1):7395. doi: 10.1038/s41598-017-06029-x.


Motor Cortical Visuomotor Feedback Activity Is Initially Isolated from Downstream Targets in Output-Null Neural State Space Dimensions.

Stavisky SD, Kao JC, Ryu SI, Shenoy KV.

Neuron. 2017 Jul 5;95(1):195-208.e9. doi: 10.1016/j.neuron.2017.05.023. Epub 2017 Jun 15.


High performance communication by people with paralysis using an intracortical brain-computer interface.

Pandarinath C, Nuyujukian P, Blabe CH, Sorice BL, Saab J, Willett FR, Hochberg LR, Shenoy KV, Henderson JM.

Elife. 2017 Feb 21;6. pii: e18554. doi: 10.7554/eLife.18554.


Signal-independent noise in intracortical brain-computer interfaces causes movement time properties inconsistent with Fitts' law.

Willett FR, Murphy BA, Memberg WD, Blabe CH, Pandarinath C, Walter BL, Sweet JA, Miller JP, Henderson JM, Shenoy KV, Hochberg LR, Kirsch RF, Ajiboye AB.

J Neural Eng. 2017 Apr;14(2):026010. doi: 10.1088/1741-2552/aa5990. Epub 2017 Feb 8.


Corrigendum: Making brain-machine interfaces robust to future neural variability.

Sussillo D, Stavisky SD, Kao JC, Ryu SI, Shenoy KV.

Nat Commun. 2017 Jan 20;8:14490. doi: 10.1038/ncomms14490. No abstract available.


Trial-by-Trial Motor Cortical Correlates of a Rapidly Adapting Visuomotor Internal Model.

Stavisky SD, Kao JC, Ryu SI, Shenoy KV.

J Neurosci. 2017 Feb 15;37(7):1721-1732. doi: 10.1523/JNEUROSCI.1091-16.2016. Epub 2017 Jan 13.


Making brain-machine interfaces robust to future neural variability.

Sussillo D, Stavisky SD, Kao JC, Ryu SI, Shenoy KV.

Nat Commun. 2016 Dec 13;7:13749. doi: 10.1038/ncomms13749.


Feedback control policies employed by people using intracortical brain-computer interfaces.

Willett FR, Pandarinath C, Jarosiewicz B, Murphy BA, Memberg WD, Blabe CH, Saab J, Walter BL, Sweet JA, Miller JP, Henderson JM, Shenoy KV, Simeral JD, Hochberg LR, Kirsch RF, Ajiboye AB.

J Neural Eng. 2017 Feb;14(1):016001. doi: 10.1088/1741-2560/14/1/016001. Epub 2016 Nov 30.


The Importance of Planning in Motor Learning.

O'Shea DJ, Shenoy KV.

Neuron. 2016 Nov 23;92(4):669-671. doi: 10.1016/j.neuron.2016.11.003.


Tensor Analysis Reveals Distinct Population Structure that Parallels the Different Computational Roles of Areas M1 and V1.

Seely JS, Kaufman MT, Ryu SI, Shenoy KV, Cunningham JP, Churchland MM.

PLoS Comput Biol. 2016 Nov 4;12(11):e1005164. doi: 10.1371/journal.pcbi.1005164. eCollection 2016 Nov.


The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type.

Kaufman MT, Seely JS, Sussillo D, Ryu SI, Shenoy KV, Churchland MM.

eNeuro. 2016 Aug 30;3(4). pii: ENEURO.0085-16.2016. eCollection 2016 Jul-Aug.


Are De Novo DQ Donor-Specific Antibodies the Key to Chronic Lung Allograft Dysfunction?

Shenoy KV.

Am J Respir Crit Care Med. 2016 Sep 1;194(5):534-5. doi: 10.1164/rccm.201603-0620ED. No abstract available.


The need for calcium imaging in nonhuman primates: New motor neuroscience and brain-machine interfaces.

O'Shea DJ, Trautmann E, Chandrasekaran C, Stavisky S, Kao JC, Sahani M, Ryu S, Deisseroth K, Shenoy KV.

Exp Neurol. 2017 Jan;287(Pt 4):437-451. doi: 10.1016/j.expneurol.2016.08.003. Epub 2016 Aug 7. Review.


A High-Performance Neural Prosthesis Incorporating Discrete State Selection With Hidden Markov Models.

Kao JC, Nuyujukian P, Ryu SI, Shenoy KV.

IEEE Trans Biomed Eng. 2017 Apr;64(4):935-945. doi: 10.1109/TBME.2016.2582691. Epub 2016 Jun 21.


A sporadic outbreak of Burkholderia cepacia complex bacteremia in pediatric intensive care unit of a tertiary care hospital in coastal Karnataka, South India.

Antony B, Cherian EV, Boloor R, Shenoy KV.

Indian J Pathol Microbiol. 2016 Apr-Jun;59(2):197-9. doi: 10.4103/0377-4929.182010.


Leveraging historical knowledge of neural dynamics to rescue decoder performance as neural channels are lost: "Decoder hysteresis".

Kao JC, Ryu SI, Shenoy KV.

Conf Proc IEEE Eng Med Biol Soc. 2015 Aug;2015:1061-6. doi: 10.1109/EMBC.2015.7318548.


Auto-deleting brain machine interface: Error detection using spiking neural activity in the motor cortex.

Even-Chen N, Stavisky SD, Kao JC, Ryu SI, Shenoy KV.

Conf Proc IEEE Eng Med Biol Soc. 2015;2015:71-5. doi: 10.1109/EMBC.2015.7318303.


Virtual typing by people with tetraplegia using a self-calibrating intracortical brain-computer interface.

Jarosiewicz B, Sarma AA, Bacher D, Masse NY, Simeral JD, Sorice B, Oakley EM, Blabe C, Pandarinath C, Gilja V, Cash SS, Eskandar EN, Friehs G, Henderson JM, Shenoy KV, Donoghue JP, Hochberg LR.

Sci Transl Med. 2015 Nov 11;7(313):313ra179. doi: 10.1126/scitranslmed.aac7328.


Clinical translation of a high-performance neural prosthesis.

Gilja V, Pandarinath C, Blabe CH, Nuyujukian P, Simeral JD, Sarma AA, Sorice BL, Perge JA, Jarosiewicz B, Hochberg LR, Shenoy KV, Henderson JM.

Nat Med. 2015 Oct;21(10):1142-5. doi: 10.1038/nm.3953. Epub 2015 Sep 28.


Optogenetics: 10 years after ChR2 in neurons--views from the community.

Adamantidis A, Arber S, Bains JS, Bamberg E, Bonci A, Buzsáki G, Cardin JA, Costa RM, Dan Y, Goda Y, Graybiel AM, Häusser M, Hegemann P, Huguenard JR, Insel TR, Janak PH, Johnston D, Josselyn SA, Koch C, Kreitzer AC, Lüscher C, Malenka RC, Miesenböck G, Nagel G, Roska B, Schnitzer MJ, Shenoy KV, Soltesz I, Sternson SM, Tsien RW, Tsien RY, Turrigiano GG, Tye KM, Wilson RI.

Nat Neurosci. 2015 Sep;18(9):1202-12. doi: 10.1038/nn.4106. Review. No abstract available.


Single-trial dynamics of motor cortex and their applications to brain-machine interfaces.

Kao JC, Nuyujukian P, Ryu SI, Churchland MM, Cunningham JP, Shenoy KV.

Nat Commun. 2015 Jul 29;6:7759. doi: 10.1038/ncomms8759.


Assessment of brain-machine interfaces from the perspective of people with paralysis.

Blabe CH, Gilja V, Chestek CA, Shenoy KV, Anderson KD, Henderson JM.

J Neural Eng. 2015 Aug;12(4):043002. doi: 10.1088/1741-2560/12/4/043002. Epub 2015 Jul 14.


Neural population dynamics in human motor cortex during movements in people with ALS.

Pandarinath C, Gilja V, Blabe CH, Nuyujukian P, Sarma AA, Sorice BL, Eskandar EN, Hochberg LR, Henderson JM, Shenoy KV.

Elife. 2015 Jun 23;4:e07436. doi: 10.7554/eLife.07436.


A neural network that finds a naturalistic solution for the production of muscle activity.

Sussillo D, Churchland MM, Kaufman MT, Shenoy KV.

Nat Neurosci. 2015 Jul;18(7):1025-33. doi: 10.1038/nn.4042. Epub 2015 Jun 15.


A high performing brain-machine interface driven by low-frequency local field potentials alone and together with spikes.

Stavisky SD, Kao JC, Nuyujukian P, Ryu SI, Shenoy KV.

J Neural Eng. 2015 Jun;12(3):036009. doi: 10.1088/1741-2560/12/3/036009. Epub 2015 May 6.


Vacillation, indecision and hesitation in moment-by-moment decoding of monkey motor cortex.

Kaufman MT, Churchland MM, Ryu SI, Shenoy KV.

Elife. 2015 May 5;4:e04677. doi: 10.7554/eLife.04677.


Prevalence of clostridium difficile among paediatric patients in a tertiary care hospital, coastal karnataka, South India.

Justin S, Antony B, Shenoy KV, Boloor R.

J Clin Diagn Res. 2015 Feb;9(2):DC04-7. doi: 10.7860/JCDR/2015/11000.5534. Epub 2015 Feb 1.


Hybrid decoding of both spikes and low-frequency local field potentials for brain-machine interfaces.

Stavisky SD, Kao JC, Nuyujukian P, Ryu SI, Shenoy KV.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:3041-4. doi: 10.1109/EMBC.2014.6944264.


Comparison of spike sorting and thresholding of voltage waveforms for intracortical brain-machine interface performance.

Christie BP, Tat DM, Irwin ZT, Gilja V, Nuyujukian P, Foster JD, Ryu SI, Shenoy KV, Thompson DE, Chestek CA.

J Neural Eng. 2015 Feb;12(1):016009. doi: 10.1088/1741-2560/12/1/016009. Epub 2014 Dec 11.


Combining decoder design and neural adaptation in brain-machine interfaces.

Shenoy KV, Carmena JM.

Neuron. 2014 Nov 19;84(4):665-80. doi: 10.1016/j.neuron.2014.08.038. Epub 2014 Nov 19.


Performance sustaining intracortical neural prostheses.

Nuyujukian P, Kao JC, Fan JM, Stavisky SD, Ryu SI, Shenoy KV.

J Neural Eng. 2014 Dec;11(6):066003. doi: 10.1088/1741-2560/11/6/066003. Epub 2014 Oct 13.


A high-performance keyboard neural prosthesis enabled by task optimization.

Nuyujukian P, Fan JM, Kao JC, Ryu SI, Shenoy KV.

IEEE Trans Biomed Eng. 2015 Jan;62(1):21-29. doi: 10.1109/TBME.2014.2354697. Epub 2014 Sep 4.


A freely-moving monkey treadmill model.

Foster JD, Nuyujukian P, Freifeld O, Gao H, Walker R, I Ryu S, H Meng T, Murmann B, J Black M, Shenoy KV.

J Neural Eng. 2014 Aug;11(4):046020. doi: 10.1088/1741-2560/11/4/046020. Epub 2014 Jul 4.


Intention estimation in brain-machine interfaces.

Fan JM, Nuyujukian P, Kao JC, Chestek CA, Ryu SI, Shenoy KV.

J Neural Eng. 2014 Feb;11(1):016004.


Self-recalibrating classifiers for intracortical brain-computer interfaces.

Bishop W, Chestek CC, Gilja V, Nuyujukian P, Foster JD, Ryu SI, Shenoy KV, Yu BM.

J Neural Eng. 2014 Apr;11(2):026001. doi: 10.1088/1741-2560/11/2/026001. Epub 2014 Feb 6.


Cortical activity in the null space: permitting preparation without movement.

Kaufman MT, Churchland MM, Ryu SI, Shenoy KV.

Nat Neurosci. 2014 Mar;17(3):440-8. doi: 10.1038/nn.3643. Epub 2014 Feb 2.


Neural dynamics of reaching following incorrect or absent motor preparation.

Ames KC, Ryu SI, Shenoy KV.

Neuron. 2014 Jan 22;81(2):438-51. doi: 10.1016/j.neuron.2013.11.003.


DataHigh: graphical user interface for visualizing and interacting with high-dimensional neural activity.

Cowley BR, Kaufman MT, Butler ZS, Churchland MM, Ryu SI, Shenoy KV, Yu BM.

J Neural Eng. 2013 Dec;10(6):066012. doi: 10.1088/1741-2560/10/6/066012. Epub 2013 Nov 12.


Context-dependent computation by recurrent dynamics in prefrontal cortex.

Mante V, Sussillo D, Shenoy KV, Newsome WT.

Nature. 2013 Nov 7;503(7474):78-84. doi: 10.1038/nature12742.


Investigating the role of firing-rate normalization and dimensionality reduction in brain-machine interface robustness.

Kao JC, Nuyujukian P, Stavisky S, Ryu SI, Ganguli S, Shenoy KV.

Conf Proc IEEE Eng Med Biol Soc. 2013;2013:293-8. doi: 10.1109/EMBC.2013.6609495.


A coaxial optrode as multifunction write-read probe for optogenetic studies in non-human primates.

Ozden I, Wang J, Lu Y, May T, Lee J, Goo W, O'Shea DJ, Kalanithi P, Diester I, Diagne M, Deisseroth K, Shenoy KV, Nurmikko AV.

J Neurosci Methods. 2013 Sep 30;219(1):142-54. doi: 10.1016/j.jneumeth.2013.06.011. Epub 2013 Jul 15.


Cortical control of arm movements: a dynamical systems perspective.

Shenoy KV, Sahani M, Churchland MM.

Annu Rev Neurosci. 2013 Jul 8;36:337-59. doi: 10.1146/annurev-neuro-062111-150509. Epub 2013 May 29. Review.


The roles of monkey M1 neuron classes in movement preparation and execution.

Kaufman MT, Churchland MM, Shenoy KV.

J Neurophysiol. 2013 Aug;110(4):817-25. doi: 10.1152/jn.00892.2011. Epub 2013 May 22.


Design and validation of a real-time spiking-neural-network decoder for brain-machine interfaces.

Dethier J, Nuyujukian P, Ryu SI, Shenoy KV, Boahen K.

J Neural Eng. 2013 Jun;10(3):036008. doi: 10.1088/1741-2560/10/3/036008. Epub 2013 Apr 10.


Racing car brings tear drops in the moose.

Cherian EV, Shenoy KV, Bukelo MJ, Thomas DA.

BMJ Case Rep. 2013 Feb 21;2013. pii: bcr2012008165. doi: 10.1136/bcr-2012-008165. No abstract available.

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