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Items: 22

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.

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
3.

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.

4.

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
5.

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.

6.

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.

7.

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
8.

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.

9.

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.

10.

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.

11.

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.

12.

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.

13.

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.

14.

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.

15.

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
16.

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.

17.

Reprint of "Non-causal spike filtering improves decoding of movement intention for intracortical BCIs".

Masse NY, Jarosiewicz B, Simeral JD, Bacher D, Stavisky SD, Cash SS, Oakley EM, Berhanu E, Eskandar E, Friehs G, Hochberg LR, Donoghue JP.

J Neurosci Methods. 2015 Apr 15;244:94-103. doi: 10.1016/j.jneumeth.2015.02.001. Epub 2015 Feb 11.

18.

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.

PMID:
25570632
19.

Neural Point-and-Click Communication by a Person With Incomplete Locked-In Syndrome.

Bacher D, Jarosiewicz B, Masse NY, Stavisky SD, Simeral JD, Newell K, Oakley EM, Cash SS, Friehs G, Hochberg LR.

Neurorehabil Neural Repair. 2015 Jun;29(5):462-71. doi: 10.1177/1545968314554624. Epub 2014 Nov 10.

20.

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.

PMID:
25307561
21.

Non-causal spike filtering improves decoding of movement intention for intracortical BCIs.

Masse NY, Jarosiewicz B, Simeral JD, Bacher D, Stavisky SD, Cash SS, Oakley EM, Berhanu E, Eskandar E, Friehs G, Hochberg LR, Donoghue JP.

J Neurosci Methods. 2014 Oct 30;236:58-67. doi: 10.1016/j.jneumeth.2014.08.004. Epub 2014 Aug 13.

22.

A recurrent neural network for closed-loop intracortical brain-machine interface decoders.

Sussillo D, Nuyujukian P, Fan JM, Kao JC, Stavisky SD, Ryu S, Shenoy K.

J Neural Eng. 2012 Apr;9(2):026027. doi: 10.1088/1741-2560/9/2/026027. Epub 2012 Mar 19.

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