Greenberg, David;Nonnenmacher, Marcel;Macke, Jakob
Automatic Posterior Transformation for Likelihood-Free Inference
Proceedings of the 36th International Conference on Machine Learning
PMLR
2019

Boelts, Jan;Lueckmann, Jan-Matthis;Goncalves, Pedro;Sprekeler, Henning;Macke, Jakob H
Model selection via neural density estimation
Conference on Cognitive Computational Neuroscience 2019, Berlin, Germany
2019

Chintaluri, Chaitanya;Podlaski, William F;Goncalves, Pedro J;Lueckman, Jan-Matt his;Macke, Jakob H;P, Vogels Tim
A standardised formalism for voltage-gated ion channel models
28th Annual Computational Neuroscience Meeting, Barcelona, Spain
2019

Lueckmann, Jan-Matthis;Goncalves, Pedro;Chintaluri, Chaitanya;Podlaski, William F;Bassetto, Giacomo;Vogels, Tim P;Macke, Jakob H
Amortised inference for mechanistic models of neural dynamics
Bernstein Conference 2019, Berlin, Germany
2019

Nonnenmacher, Marcel;Lueckmann, Jan-Matthis;Bassetto, Giacomo;Goncalves, Pedro J;Macke, Jakob H
Inferring the parameters of neural simulations from high-dimensional observations
Bernstein Conference 2019, Berlin, Germany
2019

Lueckmann, Jan-Matthis;Goncalves, Pedro;Chintaluri, Chaitanya;Podlaski, William F;Bassetto, Giacomo;Vogels, Tim P;Macke, Jakob H
Amortised inference for mechanistic models of neural dynamics
Computational and Systems Neuroscience Meeting (COSYNE) 2019, Lisbon, Portugal
2019

Nonnenmacher, Marcel;Lueckmann, Jan-Matthis;Bassetto, Giacomo;Goncalves, Pedro J;Macke, Jakob H
Inferring the parameters of neural simulations from high-dimensional observations
Computational and Systems Neuroscience (COSYNE) 2019, Lisbon, Portugal
2019

Boelts, Jan;Harth, Philipp;Yanez, Felipe;Hege, Hans-Christian;Oberlaender, Marcel;Macke, Jakob H.
Bayesian inference for synaptic connectivity rules in anatomically realistic cortical connectomes
Bernstein Conference 2019, Berlin, Germany
2019

Deistler, Michael;Pedro, Goncalves J.;Lueckmann, Jan-Matthis;Oecal, Kaan;Greenberg, David S.;Macke, Jakob H.
Statistical inference for analyzing sloppiness in neuroscience models
Bernstein Conference 2019, Berlin, Germany
2019

Ramesh, Poornima;Atayi, Mohamad;Macke, Jakob H
Adversarial training of neural encoding models
CRC Robust Vision Retreat, Heiligkreuztal, Germany
2019