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Nat Biomed Eng. 2020 Aug 3.
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The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models.
Neural Comput. 2020 May;32(5):969-1017. doi: 10.1162/neco_a_01275. Epub 2020 Mar 18.PMID: 32187000
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Cell Reports. 2020 May 5;31:107581.
Willett FR, Deo DR, Avansino DT, Rezaii P, Hochberg LR, Henderson JM, Shenoy KV.
Hand Knob Area of Premotor Cortex Represents the Whole Body in a Compositional Way.
Cell. 2020 Apr 16;181(2):396-409.e26. doi: 10.1016/j.cell.2020.02.043. Epub 2020 Mar 26.PMID: 32220308
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Cell. 2020 Mar 26;181:1–14.
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Handb Clin Neurol. 2020 Mar;168:87-99. doi: 10.1016/B978-0-444-63934-9.00008-1.PMID: 32164870
Stavisky SD, Willett FR, Avansino DT, Hochberg LR, Shenoy KV, Henderson JM.
Speech-related dorsal motor cortex activity does not interfere with iBCI cursor control.
J Neural Eng. 2020 Feb 5;17(1):016049. doi: 10.1088/1741-2552/ab5b72.PMID: 32023225
Rastogi A, Vargas-Irwin CE, Willett FR, Abreu J, Crowder DC, Murphy BA, Memberg WD, Miller JP, Sweet JA, Walter BL, Cash SS, Rezaii PG, Franco B, Saab J, Stavisky SD, Shenoy KV, Henderson JM,Hochberg LR, Kirsch RF, Ajiboye AB.
Neural Representation of Observed, Imagined, and Attempted Grasping Force in Motor Cortex of Individuals with Chronic Tetraplegia.
Sci Rep. 2020 Jan 29;10(1):1429. doi: 10.1038/s41598-020-58097-1.PMID: 31996696
Stavisky SD, Willett FR, Wilson GH, Murphy BA, Rezaii P, Avansino DT, Memberg WD, Miller JP, Kirsch RF, Hochberg LR, Ajiboye AB, Druckmann S, Shenoy KV, Henderson JM.
Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis.
eLife. 2019 Dec 10;8:e46015.
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Journal of Neurophysiology. 2019 Apr 11; 121(4): 1428-1450.
Hosman T, Vilela M, Milstein D, Kelemen JN, Brandman DM, Hochberg LR, Simeral JD.
BCI decoder performance comparison of an LSTM recurrent neural network and a Kalman filter in retrospective simulation.
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), San Francisco, CA, USA. 2019 Mar. pp. 1066-1071.
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.
Cortical control of a tablet computer by people with paralysis
PLoS ONE. 2018 Nov 21; 13(11).
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Front Hum Neurosci. 2018 Nov 15;12. doi.org/10.3389/fnhum.2018.00450
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Robust Closed-Loop Control of a Cursor in a Person with Tetraplegia using Gaussian Process Regression.
Neural Computation. 2018 Nov;30(11):2986-3008
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.
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Nature Methods. 2018.
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Signal processing methods for reducing artifacts in microelectrode brain recordings caused by functional electrical stimulation.
J Neural Eng. 2018 Apr;15(2)
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Stable long-term BCI-enabled communication in ALS and locked-in syndrome using LFP signals.
J. Neurophysiol. 2018 Apr 25;120(1).
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Rapid calibration of an intracortical brain computer interface for people with tetraplegia.
J. Neural Eng. 2018 Jan 24.
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.
A comparison of intention estimation methods for decoder calibration in intracortical brain-computer interfaces.
IEEE Eng Med Biol Soc. 2017 Dec 14. doi: 10.1109/TBME.2017.2783358
Milstein DJ, Pacheco JL, Hochberg LR, Simeral JD, Jarosiewicz B, Sudderth EB
Multiscale semi-Markov dynamics for intracortical brain-computer interfaces.
31st Conference on Neural Information Processing Systems (NIPS). 2017 Dec.
Young D, Willett F, Memberg WD, Murphy B, Walter B, Sweet JA, Miller J, Hochberg L, Kirsch RF, Ajiboye AB.
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J Physiol Paris. 2017 Mar 8. pii: S0928-4257(17)30010-4. doi: 10.1016/j.jphysparis.2017.03.001. [Epub ahead of print]
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IEEE Trans Neural Syst Rehabil Eng. 2017 Mar 2. doi: 10.1109/TNSRE.2017.2677443. [Epub ahead of print]
Ajiboye AB, Willett FR, Young DR, Memberg WD, Murphy BA, Miller JP, Walter BL, Sweet JA, Hoyen HA, Keith MW, Peckham PH, Simeral JD, Donoghue JP, Hochberg LR, Kirsch RF
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The Lancet. 2017 Mar 28.
Pandarinath C, Nuyujukian P, Blabe CH, Sorice BL, Saab J, Willett FR, Hochberg LR, Shenoy KV, Henderson JM.
High performance communication by people with paralysis using an intracortical brain-computer interface.
eLife 2017;6:e18554.
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.
Signal-independent noise in intracortical brain-computer interfaces causes movement time properties inconsistent with Fitts’ law.
J Neural Eng. 2017 Feb 8;14(2):026010. doi: 10.1088/1741-2552/aa5990. [Epub ahead of print]
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.
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J Neural Eng. 2016 Nov 30;14(1):016001. [Epub ahead of print]
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
Virtual typing by people with tetraplegia using a self-calibrating intracortical brain-computer interface
Sci Transl Med. 2015 Nov 11;7(313):313ra179. doi: 10.1126/scitranslmed.aac7328.
Gilja V*, Pandarinath C*, Blabe CH, Nuyujukian P, Simeral JD, Sarma AA, Sorice BL, Perge JA, Jarosiewicz B, Hochberg LR, Shenoy KV, Henderson JM.
Clinical translation of a high-performance neural prosthesis.
Nat Med. 2015 Oct;21(10):1142-5. doi: 10.1038/nm.3953. Epub 2015 Sep 28.
Pandarinath C, Gilja V, Blabe CH, Nuyujukian P, Sarma AA, Sorice BL, Eskandar EN, Hochberg LR, Henderson JM, Shenoy KV
Neural population dynamics in human motor cortex during movements in people with ALS.
eLife. 2015; 4: e07436.
Bacher D, Jarosiewicz B, Masse NY, Stavisky SD, Simeral JD, Newell K, Oakley EM, Cash SS, Friehs G, Hochberg LR
Neural Point-and-Click Communication by a Person With Incomplete Locked-In Syndrome.
Neurorehabil Neural Repair. 2015 Jun;29(5):462-71. doi: 10.1177/1545968314554624. Epub 2014 Nov 10.
Malik WQ, Hochberg LR, Donoghue JP, Brown EN
Modulation depth estimation and variable selection in state-space models for neural interfaces.
IEEE Trans Biomed Eng. 2015 Feb;62(2):570-81. Epub 2014 Sep 26.
Yin M, Borton DA, Komar J, Agha N, Lu Y, Li H, Laurens J, Lang Y, Li Q, Bull C, Larson L, Rosler D, Bezard E, Courtine G, Nurmikko AV.
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Neuron. 2014 Dec 17;84(6):1170-82. doi: 10.1016/j.neuron.2014.11.010. Epub 2014 Dec 4.
Masse NY, Jarosiewicz B, Simeral JD, Bacher D, Stavisky SD, Cash SS, Oakley EM, Berhanu E, Eskandar E, Friehs G, Hochberg LR, Donoghue JP
Non-causal spike filtering improves decoding of movement intention for intracortical BCIs.
J Neurosci Methods. 2014 Oct 30;236:58-67. Epub 2014 Aug 13.
Perge JA, Zhang S, Malik WQ, Homer ML, Cash S, Friehs G, Eskandar EN, Donoghue JP, Hochberg LR
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J Neural Eng. 2014 Aug;11(4):046007. Epub 2014 Jun 12.
Truccolo W, Ahmed OJ, Harrison MT, Eskandar EN, Cosgrove GR, Madsen JR, Blum AS, Potter NS, Hochberg LR, Cash SS
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J Neurosci. 2014 Jul 23;34(30):9927-44.
Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W.
Early detection of human focal seizures based on cortical multiunit activity.
Proc IEEE Eng Med Biol Soc. 2014; 2014:5796-9.
Jarosiewicz B, Masse NY, Bacher D, Cash SS, Eskandar E, Friehs G, Donoghue JP, and Hochberg LR
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Perge JA, Homer ML, Malik WQ, Cash S, Eskandar E, Friehs G, Donoghue JP, and Hochberg LR
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J Neural Eng. 2013 Jun;10(3):036004. Epub 2013 Apr 10.
Shaikhouni A, Donoghue JP, and Hochberg LR
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J Neurophysiol. 2013 Apr;109(8):2192-204. Epub 2013 Jan 23.
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An implantable wireless neural interface for recording cortical circuit dynamics in moving primates.
J Neural Eng. 2013 Apr;10(2):026010. doi: 10.1088/1741-2560/10/2/026010. Epub 2013 Feb 21.
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IEEE Trans Biomed Circuits Syst. 2013 Apr;7(2):115-28.
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IEEE Trans Biomed Eng. 2012 Oct;59(10):2755-65. Epub 2012 Jul 23.
Hochberg LR, Bacher D, Jarosiewicz B, Masse NY, Simeral JD, Vogel J, Haddadin S, Liu J, van der Smagt P, Donoghue JP
Reach and grasp by people with tetraplegia using a neurally controlled robotic arm.
Nature. 2012 May 17; 485 (7398): 372-5.
Truccolo W, Donoghue JA, Hochberg LR, Eskandar EN, Madsen JR, Anderson WS, Brown EN, Halgren E, and Cash SS
Single-neuron dynamics in human focal epilepsy
Nature Neuroscience. 2011 May;14(5):635-41. Epub 2011 Mar 27. • Editorial: The ups and downs of seizure activity
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Brain 2010 Apr 17 133: 1668-1681
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Nature Neuroscience 2009 Dec 6 (Epub ahead of print)
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3rd International IEEE-EMBS Conference 2007 May:486-489
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A brain implantable microsystem with hybrid RF/IR telemetry for advanced neuroengineering applications.
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