Yves Bernaerts

According to our database, Yves Bernaerts authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Combined statistical-biophysical modeling links ion channel genes to physiology of cortical neuron types.

Yves Bernaerts, Michael Deistler, Pedro J. Gonçalves, Jonas Beck, Marcel Stimberg, Federico Scala, Andreas S. Tolias, Jakob H. Macke, Dmitry Kobak, Philipp Berens

Patterns, 2025

2024

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, Steven Van Vaerenbergh, Il Memming Park

Proceedings of the 32nd European Signal Processing Conference, 2024

2022

Efficient identification of informative features in simulation-based inference.

Jonas Beck, Michael Deistler, Yves Bernaerts, Jakob H. Macke, Philipp Berens

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Sparse Bottleneck Networks for Exploratory Analysis and Visualization of Neural Patch-seq Data.

Yves Bernaerts, Philipp Berens, Dmitry Kobak

CoRR, 2020