Sparse Bottleneck Networks for Exploratory Analysis and Visualization of Neural Patch-seq Data. - Yves Bernaerts; Philipp Berens; Dmitry Kobak (CoRR, 2020)

Efficient identification of informative features in simulation-based inference. - Jonas Beck; Michael Deistler; Yves Bernaerts; Jakob H. Macke; Philipp Berens (NeurIPS, 2022)

Real-Time Machine Learning Strategies for a New Kind of Neuroscience Experiments. - Ayesha Vermani; Matthew Dowling; Hyungju Jeon; Ian D. Jordan; Josue Nassar; Yves Bernaerts; Yuan Zhao 004; Steven Van Vaerenbergh; Il Memming Park (EUSIPCO, 2024)