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Items: 1 to 50 of 142

1.

Principled BCI Decoder Design and Parameter Selection Using a Feedback Control Model.

Willett FR, Young DR, Murphy BA, Memberg WD, Blabe CH, Pandarinath C, Stavisky SD, Rezaii P, Saab J, Walter BL, Sweet JA, Miller JP, Henderson JM, Shenoy KV, Simeral JD, Jarosiewicz B, Hochberg LR, Kirsch RF, Bolu Ajiboye A.

Sci Rep. 2019 Jun 20;9(1):8881. doi: 10.1038/s41598-019-44166-7.

2.

Simultaneous motor preparation and execution in a last-moment reach correction task.

Ames KC, Ryu SI, Shenoy KV.

Nat Commun. 2019 Jun 20;10(1):2718. doi: 10.1038/s41467-019-10772-2.

3.

Accurate Estimation of Neural Population Dynamics without Spike Sorting.

Trautmann EM, Stavisky SD, Lahiri S, Ames KC, Kaufman MT, O'Shea DJ, Vyas S, Sun X, Ryu SI, Ganguli S, Shenoy KV.

Neuron. 2019 Jul 17;103(2):292-308.e4. doi: 10.1016/j.neuron.2019.05.003. Epub 2019 Jun 3.

PMID:
31171448
4.

Macaque dorsal premotor cortex exhibits decision-related activity only when specific stimulus-response associations are known.

Wang M, Montanède C, Chandrasekaran C, Peixoto D, Shenoy KV, Kalaska JF.

Nat Commun. 2019 Apr 17;10(1):1793. doi: 10.1038/s41467-019-09460-y.

5.

Publisher Correction: Brain-machine interface cursor position only weakly affects monkey and human motor cortical activity in the absence of arm movements.

Stavisky SD, Kao JC, Nuyujukian P, Pandarinath C, Blabe C, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV.

Sci Rep. 2019 Mar 28;9(1):5528. doi: 10.1038/s41598-018-37930-8.

6.

Structure and variability of delay activity in premotor cortex.

Even-Chen N, Sheffer B, Vyas S, Ryu SI, Shenoy KV.

PLoS Comput Biol. 2019 Feb 22;15(2):e1006808. doi: 10.1371/journal.pcbi.1006808. eCollection 2019 Feb.

7.

Volitional control of single-electrode high gamma local field potentials by people with paralysis.

Milekovic T, Bacher D, Sarma AA, Simeral JD, Saab J, Pandarinath C, Yvert B, Sorice BL, Blabe C, Oakley EM, Tringale KR, Eskandar E, Cash SS, Shenoy KV, Henderson JM, Hochberg LR, Donoghue JP.

J Neurophysiol. 2019 Apr 1;121(4):1428-1450. doi: 10.1152/jn.00131.2018. Epub 2019 Feb 20.

PMID:
30785814
8.

Frequency Shifts and Depth Dependence of Premotor Beta Band Activity during Perceptual Decision-Making.

Chandrasekaran C, Bray IE, Shenoy KV.

J Neurosci. 2019 Feb 20;39(8):1420-1435. doi: 10.1523/JNEUROSCI.1066-18.2018. Epub 2019 Jan 3.

9.

Closed-loop cortical control of virtual reach and posture using Cartesian and joint velocity commands.

Young D, Willett F, Memberg WD, Murphy B, Rezaii P, Walter B, Sweet J, Miller J, Shenoy KV, Hochberg LR, Kirsch RF, Ajiboye AB.

J Neural Eng. 2019 Apr;16(2):026011. doi: 10.1088/1741-2552/aaf606. Epub 2018 Dec 4.

PMID:
30523839
10.

Cortical control of a tablet computer by people with paralysis.

Nuyujukian P, Albites Sanabria J, Saab J, Pandarinath C, Jarosiewicz B, Blabe CH, Franco B, Mernoff ST, Eskandar EN, Simeral JD, Hochberg LR, Shenoy KV, Henderson JM.

PLoS One. 2018 Nov 21;13(11):e0204566. doi: 10.1371/journal.pone.0204566. eCollection 2018.

11.

Single Neuron Firing Rate Statistics in Motor Cortex During Execution and Observation of Movement.

Jiang X, Ryu SI, Shenoy KV, Kao JC.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:981-986. doi: 10.1109/EMBC.2018.8512445.

PMID:
30440555
12.

Decoding Speech from Intracortical Multielectrode Arrays in Dorsal "Arm/Hand Areas" of Human Motor Cortex.

Stavisky SD, Rezaii P, Willett FR, Hochberg LR, Shenoy KV, Henderson JM.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:93-97. doi: 10.1109/EMBC.2018.8512199.

PMID:
30440349
13.

Brain-machine interface cursor position only weakly affects monkey and human motor cortical activity in the absence of arm movements.

Stavisky SD, Kao JC, Nuyujukian P, Pandarinath C, Blabe C, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV.

Sci Rep. 2018 Nov 5;8(1):16357. doi: 10.1038/s41598-018-34711-1. Erratum in: Sci Rep. 2019 Mar 28;9(1):5528.

14.

Inferring single-trial neural population dynamics using sequential auto-encoders.

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.

Nat Methods. 2018 Oct;15(10):805-815. doi: 10.1038/s41592-018-0109-9. Epub 2018 Sep 17.

15.

Feasibility of Automatic Error Detect-and-Undo System in Human Intracortical Brain-Computer Interfaces.

Even-Chen N, Stavisky SD, Pandarinath C, Nuyujukian P, Blabe CH, Hochberg LR, Henderson JM, Shenoy KV.

IEEE Trans Biomed Eng. 2018 Aug;65(8):1771-1784. doi: 10.1109/TBME.2017.2776204. Epub 2017 Nov 21.

PMID:
29989931
16.

A Comparison of Intention Estimation Methods for Decoder Calibration in Intracortical Brain-Computer Interfaces.

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

IEEE Trans Biomed Eng. 2018 Sep;65(9):2066-2078. doi: 10.1109/TBME.2017.2783358. Epub 2017 Dec 14.

17.

Unsupervised Discovery of Demixed, Low-Dimensional Neural Dynamics across Multiple Timescales through Tensor Component Analysis.

Williams AH, Kim TH, Wang F, Vyas S, Ryu SI, Shenoy KV, Schnitzer M, Kolda TG, Ganguli S.

Neuron. 2018 Jun 27;98(6):1099-1115.e8. doi: 10.1016/j.neuron.2018.05.015. Epub 2018 Jun 7.

18.

Development of an optogenetic toolkit for neural circuit dissection in squirrel monkeys.

O'Shea DJ, Kalanithi P, Ferenczi EA, Hsueh B, Chandrasekaran C, Goo W, Diester I, Ramakrishnan C, Kaufman MT, Ryu SI, Yeom KW, Deisseroth K, Shenoy KV.

Sci Rep. 2018 Apr 30;8(1):6775. doi: 10.1038/s41598-018-24362-7.

19.

Stable long-term BCI-enabled communication in ALS and locked-in syndrome using LFP signals.

Milekovic T, Sarma AA, Bacher D, Simeral JD, Saab J, Pandarinath C, Sorice BL, Blabe C, Oakley EM, Tringale KR, Eskandar E, Cash SS, Henderson JM, Shenoy KV, Donoghue JP, Hochberg LR.

J Neurophysiol. 2018 Jul 1;120(1):343-360. doi: 10.1152/jn.00493.2017. Epub 2018 Apr 25.

20.

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.

21.

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.

22.

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.

23.

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.

24.

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.

25.

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.

26.

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.

27.

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.

28.

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.

29.

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.

30.

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.

31.

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.

32.

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.

33.

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.

34.

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.

35.

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.

36.

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.

PMID:
27585379
37.

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.

38.

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.

PMID:
27337709
39.

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.

40.

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.

PMID:
26736448
41.

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.

PMID:
26736203
42.

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.

43.

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.

44.

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.

45.

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.

46.

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.

47.

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.

48.

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.

49.

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.

50.

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.

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