10 citations · 14 across the 6 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.RO2025★ 1 cited
Spiking Neural Networks for Continuous Control via End-to-End Model-Based Learning
Justus Huebotter, Pablo Lanillos, Marcel van Gerven +1
Despite recent progress in training spiking neural networks (SNNs) for classification, their application to continuous motor control remains limited. Here, we demonstrate that full…
cs.LG2025
Probabilistic Forecasting via Autoregressive Flow Matching
Ahmed ElGazzar, Marcel van Gerven
In this work, we propose FlowTime, a generative model for probabilistic forecasting of multivariate timeseries data. Given historical measurements and optional future covariates, w…