Task-driven Sensing with Coarse-to-Fine Glimpse-based Active PerceptionOleh KolnerThomas Bohnstinglet al.2025NeurIPS 2025
FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting HorizonsLars GrafThomas Bohnstinglet al.2025NeurIPS 2025
Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoningOleh KolnerThomas Bohnstinglet al.2025ICLR 2025
Efficient biologically-inspired online learning alternatives to BPTTThomas BohnstinglStanisław Woźniaket al.2024ICNCE 2024
Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardwareThomas BohnstinglAnja Surinaet al.2022AICAS 2022
Speech Recognition using Biologically-Inspired Neural NetworksThomas BohnstinglAyush Garget al.2022ICASSP 2022
Online Spatio-Temporal Learning in Deep Neural NetworksThomas BohnstinglStanislaw Wozniaket al.2021IEEE TNNLS