Publications

Below is a list of publications & preprints that I have co-authored. I will try to update this frequently, but for an up-to-date publication list, have a look at my Google Scholar page.

* denotes equal contribution

2025
Efficient Streaming Speech Quality Prediction with Convolutional Spiking Neural Networks
Nilsson, M., Miccini, R., Rossbroich, J., Laroche, C., Piechowiak, T., Zenke, F.
Proc. Interspeech 2025
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2025
Breaking Balance: Encoding local error signals in perturbations of excitation-inhibition balance
Rossbroich, J., Zenke, F.
bioRxiv
PDF Code
2025
In-depth single molecule localization microscopy using adaptive optics and single objective light-sheet microscopy
Cabillic, M., Forriere, H., Bettarel, L., Butler, C., Neuhaus, A., Idrissi, I., Sambrano-Lopez, M., Rossbroich, J., Müller, L.-R., Ries, J., Grenci, G., Viasnoff, V., Levet, F., Sibarita, J.-B., Galland, R.
Nature Communications
PDF Data
2024
Decoding Finger Velocity from Cortical Spike Trains with recurrent spiking neural networks
Liu, T.*, Gygax, J.*, Rossbroich, J.*, Chua, Y., Zhang, S. & Zenke, F.
Proceedings of the 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS)
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2024
Functional subtypes of synaptic dynamics in mouse and human
Beninger, J., Rossbroich, J., Tóth, K., Naud, R.
Cell Reports
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2023
Disinhibitory neuronal circuits can control the sign of synaptic plasticity
Rossbroich, J., Zenke, F.
Advances in Neural Information Processing Systems
PDF Code Talk Poster
2022
Fluctuation-driven initialization for spiking neural network training
Rossbroich, J.*, Gygax, J.*, Zenke, F.
IOP Neuromorphic Computing and Engineering
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2022
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering
Rossbroich, J., Durieux, J., Wilderjans, T. F.
Journal of Classification
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2021
Linear-nonlinear cascades capture synaptic dynamics
Rossbroich, J., Trotter, D., Beninger, J., Tóth, K., Naud, R.
PLoS Computational Biology
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