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Items: 1 to 20 of 85

1.

Identifying neuron communities during a reach and grasp task using an unsupervised clustering analysis.

Newman GI, Aggarwal V, Schieber MH, Thakor NV.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:6401-4. doi: 10.1109/IEMBS.2011.6091580.

2.

Local-learning-based neuron selection for grasping gesture prediction in motor brain machine interfaces.

Xu K, Wang Y, Wang Y, Wang F, Hao Y, Zhang S, Zhang Q, Chen W, Zheng X.

J Neural Eng. 2013 Apr;10(2):026008. doi: 10.1088/1741-2560/10/2/026008. Epub 2013 Feb 21.

PMID:
23428877
3.

Decoding 3-D reach and grasp kinematics from high-frequency local field potentials in primate primary motor cortex.

Zhuang J, Truccolo W, Vargas-Irwin C, Donoghue JP.

IEEE Trans Biomed Eng. 2010 Jul;57(7):1774-84. doi: 10.1109/TBME.2010.2047015. Epub 2010 Apr 15.

4.

Task-Independent Cognitive State Transition Detection From Cortical Neurons During 3-D Reach-to-Grasp Movements.

Kang X, Sarma SV, Santaniello S, Schieber M, Thakor NV.

IEEE Trans Neural Syst Rehabil Eng. 2015 Jul;23(4):676-82. doi: 10.1109/TNSRE.2015.2396495. Epub 2015 Jan 27.

PMID:
25643410
5.

Inference and Decoding of Motor Cortex Low-Dimensional Dynamics via Latent State-Space Models.

Aghagolzadeh M, Truccolo W.

IEEE Trans Neural Syst Rehabil Eng. 2016 Feb;24(2):272-82. doi: 10.1109/TNSRE.2015.2470527. Epub 2015 Aug 28.

6.

State-based decoding of hand and finger kinematics using neuronal ensemble and LFP activity during dexterous reach-to-grasp movements.

Aggarwal V, Mollazadeh M, Davidson AG, Schieber MH, Thakor NV.

J Neurophysiol. 2013 Jun;109(12):3067-81. doi: 10.1152/jn.01038.2011. Epub 2013 Mar 27.

7.

Decoding of finger, hand and arm kinematics using switching linear dynamical systems with pre-motor cortical ensembles.

Kang X, Schieber MH, Thakor NV.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:1732-5. doi: 10.1109/EMBC.2012.6346283.

8.

Tracking the non-stationary neuron tuning by dual Kalman filter for brain machine interfaces decoding.

Wang Y, Principe JC.

Conf Proc IEEE Eng Med Biol Soc. 2008;2008:1720-3. doi: 10.1109/IEMBS.2008.4649508.

PMID:
19163011
9.

Decoding complete reach and grasp actions from local primary motor cortex populations.

Vargas-Irwin CE, Shakhnarovich G, Yadollahpour P, Mislow JM, Black MJ, Donoghue JP.

J Neurosci. 2010 Jul 21;30(29):9659-69. doi: 10.1523/JNEUROSCI.5443-09.2010.

10.

Information analysis on neural tuning in dorsal premotor cortex for reaching and grasping.

Cao Y, Hao Y, Liao Y, Xu K, Wang Y, Zhang S, Zhang Q, Chen W, Zheng X.

Comput Math Methods Med. 2013;2013:730374. doi: 10.1155/2013/730374. Epub 2013 May 27.

11.

Decoding grasp types with high frequency of local field potentials from primate primary dorsal premotor cortex.

Li Y, Hao Y, Wang D, Zhang Q, Liao Y, Zheng X, Chen W.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:1691-4. doi: 10.1109/EMBC.2012.6346273.

PMID:
23366234
12.

Ensemble fractional sensitivity: a quantitative approach to neuron selection for decoding motor tasks.

Singhal G, Aggarwal V, Acharya S, Aguayo J, He J, Thakor N.

Comput Intell Neurosci. 2010:648202. doi: 10.1155/2010/648202. Epub 2010 Feb 14.

13.

High accuracy decoding of movement target direction in non-human primates based on common spatial patterns of local field potentials.

Ince NF, Gupta R, Arica S, Tewfik AH, Ashe J, Pellizzer G.

PLoS One. 2010 Dec 21;5(12):e14384. doi: 10.1371/journal.pone.0014384.

14.

Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces.

Wang Y, Principe JC, Sanchez JC.

Neural Netw. 2009 Jul-Aug;22(5-6):781-90. doi: 10.1016/j.neunet.2009.06.007. Epub 2009 Jun 30.

PMID:
19615852
15.

Decoding the activity of grasping neurons recorded from the ventral premotor area F5 of the macaque monkey.

Carpaneto J, Umiltà MA, Fogassi L, Murata A, Gallese V, Micera S, Raos V.

Neuroscience. 2011 Aug 11;188:80-94. doi: 10.1016/j.neuroscience.2011.04.062. Epub 2011 May 14.

PMID:
21575688
16.

Predicting hand orientation in reach-to-grasp tasks using neural activities from primary motor cortex.

Zhang P, Ma X, Huang H, He J.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:1306-9. doi: 10.1109/EMBC.2014.6943838.

PMID:
25570206
17.

Principal components of hand kinematics and neurophysiological signals in motor cortex during reach to grasp movements.

Mollazadeh M, Aggarwal V, Thakor NV, Schieber MH.

J Neurophysiol. 2014 Oct 15;112(8):1857-70. doi: 10.1152/jn.00481.2013. Epub 2014 Jul 2.

18.

Latent state-space models for neural decoding.

Aghagolzadeh M, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:3033-6. doi: 10.1109/EMBC.2014.6944262.

19.

PMv Neuronal Firing May Be Driven by a Movement Command Trajectory within Multidimensional Gaussian Fields.

Agarwal R, Thakor NV, Sarma SV, Massaquoi SG.

J Neurosci. 2015 Jun 24;35(25):9508-25. doi: 10.1523/JNEUROSCI.2643-14.2015.

20.

Decoding natural grasp types from human ECoG.

Pistohl T, Schulze-Bonhage A, Aertsen A, Mehring C, Ball T.

Neuroimage. 2012 Jan 2;59(1):248-60. doi: 10.1016/j.neuroimage.2011.06.084. Epub 2011 Jul 8.

PMID:
21763434

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