Eric M. Trautmann

Inferring single-trial neural population dynamics using sequential auto-encoders

Chethan Pandarinath, Daniel J. O’Shea, Jasmine Collins et al. · Nature Methods · 2018 · 696 citations · Full text

Engineering, Machine Learning, Computational Neuroscience +7

A theory of multineuronal dimensionality, dynamics and measurement

Peiran Gao, Eric M. Trautmann, Byron M. Yu et al. · 2017 · 348 citations · Full text

Cognitive Science, Multineuronal Dimensionality, Neurodynamics +14

Accurate Estimation of Neural Population Dynamics without Spike Sorting

Eric M. Trautmann, Sergey D. Stavisky, Subhaneil Lahiri et al. · Neuron · 2019 · 275 citations · Full text

Neurodynamics, Computational Neuroscience, Accurate Estimation +5

Large-scale neural recordings with single neuron resolution using Neuropixels probes in human cortex

Angelique C. Paulk, Yoav Kfir, Arjun Khanna et al. · Nature Neuroscience · 2022 · 260 citations

Single Neuron Resolution, Human Cortex, Neuroimaging Modality +14

Cortical preparatory activity indexes learned motor memories

Xulu Sun, Daniel J. O’Shea, Matthew D. Golub et al. · Nature · 2022 · 125 citations · Full text

Motor Memories, Cognitive Science, Neuropsychology +8