FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting HorizonsLars GrafThomas Bohnstinglet al.2025NeurIPS 2025
Task-driven Sensing with Coarse-to-Fine Glimpse-based Active PerceptionOleh KolnerThomas 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
Neuromorphic Optical Flow and Real-time Implementation with Event CamerasYannick SchniderStanisław Woźniaket al.2023CVPR 2023
Are training trajectories of deep single-spike and deep ReLU network equivalent?Ana StanojevicStanisław Woźniaket al.2023arXiv
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural NetworksSidney TsaiPritish Narayananet al.2023ISCAS 2023
An exact mapping from ReLU networks to spiking neural networksAna StanojevicStanisław Woźniaket al.2022arXiv
Approximating Relu Networks by Single-Spike ComputationAna StanojevicEvangelos Eleftheriouet al.2022ICIP 2022