FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting HorizonsLars GrafThomas Bohnstinglet al.2025NeurIPS 2025Workshop paper
Task-driven Sensing with Coarse-to-Fine Glimpse-based Active PerceptionOleh KolnerThomas Bohnstinglet al.2025NeurIPS 2025Workshop paper
Event-based shape learning through visual attentionOleh KolnerThomas Bohnstinglet al.2025ICDL 2025Workshop paper
Live Demonstration: Improving efficiency of speech recognition with neuro-inspired units on AIU SpyreYannick SchniderThomas Ortneret al.2025ISCAS 2025Conference paper
Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoningOleh KolnerThomas Bohnstinglet al.2025ICLR 2025Conference paper
Rapid learning with phase-change memory-based in-memory computing through learning-to-learnThomas OrtnerHorst Petscheniget al.2025Nature CommunicationsPaper
Efficient biologically-inspired online learning alternatives to BPTTThomas BohnstinglStanisław Woźniaket al.2024ICNCE 2024Poster
Online Spatio-Temporal Learning with Target ProjectionThomas OrtnerLorenzo Peset al.2023AICAS 2023Conference paper
Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardwareThomas BohnstinglAnja Surinaet al.2022AICAS 2022Conference paper