David S Greenberg
David S Greenberg
Helmholz Centre Hereon
Verified email at - Homepage
Cited by
Cited by
Imaging input and output of neocortical networks in vivo
JND Kerr, D Greenberg, F Helmchen
Proceedings of the National Academy of Sciences 102 (39), 14063-14068, 2005
Population imaging of ongoing neuronal activity in the visual cortex of awake rats
DS Greenberg, AR Houweling, JND Kerr
Nature neuroscience 11 (7), 749-751, 2008
Spatial organization of neuronal population responses in layer 2/3 of rat barrel cortex
JND Kerr, CPJ De Kock, DS Greenberg, RM Bruno, B Sakmann, ...
Journal of neuroscience 27 (48), 13316-13328, 2007
Rats maintain an overhead binocular field at the expense of constant fusion
DJ Wallace, DS Greenberg, J Sawinski, S Rulla, G Notaro, JND Kerr
Nature 498 (7452), 65-69, 2013
Visually evoked activity in cortical cells imaged in freely moving animals
J Sawinski, DJ Wallace, DS Greenberg, S Grossmann, W Denk, JND Kerr
Proceedings of the National Academy of Sciences 106 (46), 19557-19562, 2009
Automatic Posterior Transformation for Likelihood-Free Inference
DS Greenberg, M Nonnenmacher, JH Macke
International Conference on Machine Learning, 2019
SBI--A toolkit for simulation-based inference
A Tejero-Cantero, J Boelts, M Deistler, JM Lueckmann, C Durkan, ...
The Journal of Open Source Software 5 (52), 2505, 2020
Automated correction of fast motion artifacts for two-photon imaging of awake animals
DS Greenberg, JND Kerr
Journal of neuroscience methods 176 (1), 1-15, 2009
Training deep neural density estimators to identify mechanistic models of neural dynamics
PJ Gonçalves, JM Lueckmann, M Deistler, M Nonnenmacher, K Öcal, ...
Elife 9, e56261, 2020
Benchmarking Simulation-Based Inference
JM Lueckmann, J Boelts, DS Greenberg, PJ Gonçalves, JH Macke
Proceedings of The 24th International Conference on Artificial Intelligence …, 2021
Amplification-free, CRISPR-Cas9 targeted enrichment and SMRT sequencing of repeat-expansion disease causative genomic regions
YC Tsai, D Greenberg, J Powell, I Höijer, A Ameur, M Strahl, E Ellis, ...
BioRxiv, 203919, 2017
Changing the responses of cortical neurons from sub-to suprathreshold using single spikes in vivo
V Pawlak, DS Greenberg, H Sprekeler, W Gerstner, JND Kerr
Elife 2, e00012, 2013
Ocular Videography System
J Kerr, DH Wallace, J Sawinski, D Greenberg
US Patent 9,801,539, 2017
GATSBI: Generative Adversarial Training for Simulation-Based Inference
P Ramesh, JM Lueckmann, J Boelts, Á Tejero-Cantero, DS Greenberg, ...
International Conference on Learning Representations., 2022
Accurate action potential inference from a calcium sensor protein through biophysical modeling
DS Greenberg, DJ Wallace, KM Voit, S Wuertenberger, U Czubayko, ...
BioRxiv, 479055, 2018
Deep Emulators for Differentiation, Forecasting and Parametrization in Earth Science Simulators
M Nonnenmacher, DS Greenberg
Journal of Advances in Modeling Earth Systems, e2021MS002554, 2021
Machine learning in marine ecology: an overview of techniques and applications
P Rubbens, S Brodie, T Cordier, D Destro Barcellos, P Devos, ...
ICES Journal of Marine Science 80 (7), 1829-1853, 2023
Imaging neuronal population activity in awake and anesthetized rodents
DS Greenberg, DJ Wallace, JND Kerr
Cold Spring Harbor protocols 2014 (9), pdb. top083535, 2014
To the brave scientists: Aren't we strong enough to stand (and profit from) uncertainty in Earth system measurement and modelling?
H Paasche, M Gross, J Lüttgau, D Greenberg, T Weigel
Geoscience Data Journal, 2021
Robust detection of marine life with label-free image feature learning and probability calibration
T Schanz, KO Möller, S Rühl, DS Greenberg
Machine Learning: Science and Technology 4 (3), 035007, 2023
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