Eric M. Trautmann
Eric M. Trautmann
Columbia University Zuckerman Institute
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Cited by
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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
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
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
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 25 (2), 252-263, 2022
Silicon neurons that compute
S Choudhary, S Sloan, S Fok, A Neckar, E Trautmann, P Gao, T Stewart, ...
Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012
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
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
Flexible neural control of motor units
NJ Marshall, JI Glaser, EM Trautmann, EA Amematsro, SM Perkins, ...
Nature neuroscience 25 (11), 1492-1504, 2022
Cortical preparatory activity indexes learned motor memories
X Sun, DJ O’Shea, MD Golub, EM Trautmann, S Vyas, SI Ryu, KV Shenoy
Nature 602 (7896), 274-279, 2022
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), 3689, 2021
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
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
Large-scale high-density brain-wide neural recording in nonhuman primates
EM Trautmann, JK Hesse, GM Stine, R Xia, S Zhu, DJ O’Shea, B Karsh, ...
BioRxiv, 2023.02. 01.526664, 2023
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
A neural mechanism for terminating decisions
GM Stine, EM Trautmann, D Jeurissen, MN Shadlen
Neuron 111 (16), 2601-2613. e5, 2023
Mobility characterization for autonomous mobile robots using machine learning
E Trautmann, L Ray
Autonomous Robots 30 (4), 369-383, 2011
Direct neural perturbations reveal a dynamical mechanism for robust computation
DJ O’Shea, L Duncker, W Goo, X Sun, S Vyas, EM Trautmann, I Diester, ...
bioRxiv, 2022.12. 16.520768, 2022
Direct observation of the neural computations underlying a single decision
NA Steinemann, GM Stine, EM Trautmann, A Zylberberg, DM Wolpert, ...
Biorxiv, 2022.05. 02.490321, 2022
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, 2020.01. 30.919894, 2020
Robust online multiband drift estimation in electrophysiology data
C Windolf, AC Paulk, Y Kfir, E Trautmann, D Meszéna, W Muńoz, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
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