Jakob H. Macke
Affiliations: Technical University Munich, Germany
 Eberhard Karls University of Tübingen, Bernstein Center for Computational Neuroscience
 Max Planck Institute for Biological Cybernetics
According to our database^{1},
Jakob H. Macke
authored at least 37 papers
between 2006 and 2022.
Collaborative distances:
Collaborative distances:
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on ei.tum.de
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Bibliography
2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
CoRR, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Neural Comput., 2020
J. Open Source Softw., 2020
2019
Teaching deep neural networks to localize sources in superresolution microscopy by combining simulationbased learning and unsupervised learning.
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Communitybased benchmarking improves spike rate inference from twophoton calcium imaging data.
PLoS Comput. Biol., 2018
Analyzing biological and artificial neural networks: challenges with opportunities for synergy?
CoRR, 2018
Proceedings of the Symposium on Advances in Approximate Bayesian Inference, 2018
2017
Signatures of criticality arise from random subsampling in simple population models.
PLoS Comput. Biol., 2017
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Extracting lowdimensional dynamics from multiple largescale neural population recordings by learning to predict correlations.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2015
Unlocking neural population nonstationarities using hierarchical dynamics models.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
A Bayesian model for identifying hierarchically organised states in neural population activity.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Lowdimensional models of neural population activity in sensory cortical circuits.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
2013
Entropy, 2013
Inferring neural population dynamics from multiple partial recordings of the same neural circuit.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
2012
Spectral learning of linear dynamics from generalisedlinear observations with application to neural population data.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
2011
NeuroImage, 2011
Statistical Analysis of MultiCell Recordings: Linking Population Coding Models to Experimental Data.
Frontiers Comput. Neurosci., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
2010
Modeling Population Spike Trains with Specified TimeVarying Spike Rates, TrialtoTrial Variability, and Pairwise Signal and Noise Correlations.
Frontiers Comput. Neurosci., 2010
Frontiers Comput. Neurosci., 2010
2009
Neural Comput., 2009
Frontiers Comput. Neurosci., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007
2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006