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Eric M. Trautmann
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Inferring single-trial neural population dynamics using sequential auto-encoders
C Pandarinath, DJ O’Shea, J Collins, R Jozefowicz, SD Stavisky, JC Kao, ...
Nature methods 15 (10), 805-815, 2018
3262018
A theory of multineuronal dimensionality, dynamics and measurement
P Gao, E Trautmann, B Yu, G Santhanam, S Ryu, K Shenoy, S Ganguli
BioRxiv, 214262, 2017
146*2017
Accurate estimation of neural population dynamics without spike sorting
EM Trautmann, SD Stavisky, S Lahiri, KC Ames, MT Kaufman, DJ O’Shea, ...
Neuron 103 (2), 292-308. e4, 2019
1322019
Silicon neurons that compute
S Choudhary, S Sloan, S Fok, A Neckar, E Trautmann, P Gao, T Stewart, ...
International conference on artificial neural networks, 121-128, 2012
1072012
Discovering precise temporal patterns in large-scale neural recordings through robust and interpretable time warping
AH Williams, B Poole, N Maheswaranathan, AK Dhawale, T Fisher, ...
Neuron 105 (2), 246-259. e8, 2020
422020
The need for calcium imaging in nonhuman primates: New motor neuroscience and brain-machine interfaces
SKV O'Shea DJ, Trautmann EM, Chandrasekaran C, Stavisky SD, Kao JC, Sahani M ...
Experimental Neurology, 437-451, 2016
41*2016
Autonomous GPR Surveys using the Polar Rover Yeti
JH Lever, AJ Delaney, LE Ray, E Trautmann, LA Barna, AM Burzynski
Journal of Field Robotics 30 (2), 194-215, 2013
352013
Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface
EM Trautmann, DJ O’Shea, X Sun, JH Marshel, A Crow, B Hsueh, ...
Nature communications 12 (1), 1-20, 2021
162021
Mobility characterization for autonomous mobile robots using machine learning
E Trautmann, L Ray
Autonomous Robots 30 (4), 369-383, 2011
142011
Development of an autonomous robot for ground penetrating radar surveys of polar ice
E Trautmann, L Ray, J Lever
2009 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2009
142009
The Neuropixels probe: A CMOS based integrated microsystems platform for neuroscience and brain-computer interfaces
B Dutta, A Andrei, TD Harris, CM Lopez, J O’Callahan, J Putzeys, ...
2019 IEEE International Electron Devices Meeting (IEDM), 10.1. 1-10.1. 4, 2019
122019
Flexible neural control of motor units
NJ Marshall, JI Glaser, EM Trautmann, EA Amematsro, SM Perkins, ...
bioRxiv, 2021
72021
Inferring single-trial neural population dynamics using sequential auto-encoders. bioRxiv
C Pandarinath, DJ O’Shea, J Collins, R Jozefowicz, SD Stavisky, JC Kao, ...
June, 2017
72017
Design of an implantable artificial dural window for chronic two-photon optical imaging in non-human primates
E Trautmann, DJ O'Shea, S Shrestha, S Lin, S Ryu, K Shenoy
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
72015
Skill-specific changes in cortical preparatory activity during motor learning
X Sun, DJ O’Shea, MD Golub, EM Trautmann, S Vyas, SI Ryu, KV Shenoy
bioRxiv, 2020
62020
Evaluation of terrain parameter estimation using a stochastic terrain model
DA Dumond, LE Ray, E Trautmann
Unmanned Systems Technology XI 7332, 73321F, 2009
62009
Large-scale neural recordings with single neuron resolution using Neuropixels probes in human cortex
AC Paulk, Y Kfir, AR Khanna, ML Mustroph, EM Trautmann, DJ Soper, ...
Nature Neuroscience, 1-12, 2022
52022
Large-scale neural recordings with single-cell resolution in human cortex using high-density Neuropixels probes
SSC Angelique C Paulk, Yoav Kfir, Arjun Khanna, Martina Mustroph, Eric M ...
BiorXiv, 2021
32021
Cortical preparatory activity indexes learned motor memories
X Sun, DJ O’Shea, MD Golub, EM Trautmann, S Vyas, SI Ryu, KV Shenoy
Nature, 1-6, 2022
22022
A neural mechanism for terminating decisions
GM Stine, EM Trautmann, D Jeurissen, MN Shadlen
bioRxiv, 2022
2022
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Articles 1–20