Efficient identification of informative features in simulation-based inference

1 code implementation • 21 Oct 2022 • Jonas Beck, Michael Deistler, Yves Bernaerts, Jakob Macke, Philipp Berens

To this end, many SBI methods employ a set of summary statistics or scientifically interpretable features to estimate a surrogate likelihood or posterior.

Bayesian Inference

Sparse bottleneck neural networks for exploratory non-linear visualization of Patch-seq data

2 code implementations • 18 Jun 2020 • Yves Bernaerts, Philipp Berens, Dmitry Kobak

Patch-seq, a recently developed experimental technique, allows neuroscientists to obtain transcriptomic and electrophysiological information from the same neurons.