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
Towards efficient end-to-end speech recognition with biologically-inspired neural networksThomas BohnstinglAyush Garget al.2021NeurIPS 2021
Biologically Inspired Dynamics Enhance Deep LearningStanisław WoźniakThomas Bohnstinglet al.2021ERCIM News
Mushroom-Type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigationRobert L. BruceSyed Ghazi Sarwatet al.2021IRPS 2021