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Items: 25


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.


Adapting Fine with a Little Help from the Null Space.

Kaufman MT.

Neuron. 2018 Nov 21;100(4):771-773. doi: 10.1016/j.neuron.2018.11.007.


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.


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.


Perspectives on classical controversies about the motor cortex.

Omrani M, Kaufman MT, Hatsopoulos NG, Cheney PD.

J Neurophysiol. 2017 Sep 1;118(3):1828-1848. doi: 10.1152/jn.00795.2016. Epub 2017 Jun 14. Review.


Posterior Parietal Cortex Guides Visual Decisions in Rats.

Licata AM, Kaufman MT, Raposo D, Ryan MB, Sheppard JP, Churchland AK.

J Neurosci. 2017 May 10;37(19):4954-4966. doi: 10.1523/JNEUROSCI.0105-17.2017. Epub 2017 Apr 13.


Many paths from state to state.

Kaufman MT, Churchland AK.

Nat Neurosci. 2016 Nov 29;19(12):1541-1542. doi: 10.1038/nn.4440. No abstract available.


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.


Reorganization between preparatory and movement population responses in motor cortex.

Elsayed GF, Lara AH, Kaufman MT, Churchland MM, Cunningham JP.

Nat Commun. 2016 Oct 27;7:13239. doi: 10.1038/ncomms13239.


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.


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.


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.


A category-free neural population supports evolving demands during decision-making.

Raposo D, Kaufman MT, Churchland AK.

Nat Neurosci. 2014 Dec;17(12):1784-1792. doi: 10.1038/nn.3865. Epub 2014 Nov 10.


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.


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.


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.


Cognitive neuroscience: sensory noise drives bad decisions.

Kaufman MT, Churchland AK.

Nature. 2013 Apr 11;496(7444):172-3. doi: 10.1038/496172a. No abstract available.


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

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

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:4607-10. doi: 10.1109/EMBC.2012.6346993.


A high-performance neural prosthesis enabled by control algorithm design.

Gilja V, Nuyujukian P, Chestek CA, Cunningham JP, Yu BM, Fan JM, Churchland MM, Kaufman MT, Kao JC, Ryu SI, Shenoy KV.

Nat Neurosci. 2012 Dec;15(12):1752-7. doi: 10.1038/nn.3265. Epub 2012 Nov 18.


Neural population dynamics during reaching.

Churchland MM, Cunningham JP, Kaufman MT, Foster JD, Nuyujukian P, Ryu SI, Shenoy KV.

Nature. 2012 Jul 5;487(7405):51-6. doi: 10.1038/nature11129.


Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex.

Chestek CA, Gilja V, Nuyujukian P, Foster JD, Fan JM, Kaufman MT, Churchland MM, Rivera-Alvidrez Z, Cunningham JP, Ryu SI, Shenoy KV.

J Neural Eng. 2011 Aug;8(4):045005. doi: 10.1088/1741-2560/8/4/045005. Epub 2011 Jul 20.


A dynamical systems view of motor preparation: implications for neural prosthetic system design.

Shenoy KV, Kaufman MT, Sahani M, Churchland MM.

Prog Brain Res. 2011;192:33-58. doi: 10.1016/B978-0-444-53355-5.00003-8. Review.


An optogenetic toolbox designed for primates.

Diester I, Kaufman MT, Mogri M, Pashaie R, Goo W, Yizhar O, Ramakrishnan C, Deisseroth K, Shenoy KV.

Nat Neurosci. 2011 Mar;14(3):387-97. doi: 10.1038/nn.2749. Epub 2011 Jan 30.


Cortical preparatory activity: representation of movement or first cog in a dynamical machine?

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

Neuron. 2010 Nov 4;68(3):387-400. doi: 10.1016/j.neuron.2010.09.015.


Roles of monkey premotor neuron classes in movement preparation and execution.

Kaufman MT, Churchland MM, Santhanam G, Yu BM, Afshar A, Ryu SI, Shenoy KV.

J Neurophysiol. 2010 Aug;104(2):799-810. doi: 10.1152/jn.00231.2009. Epub 2010 Jun 10.

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