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
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
Editorial: Neuro-inspired computing for next-gen AI: Computing model, architectures and learning algorithmsAngeliki PantaziBipin Rajendranet al.2022Frontiers in Neuroscience
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
Introducing principles of synaptic integration in the optimization of deep neural networksGiorgia DellaferreraStanisław Woźniaket al.2022Nature Communications
Online Spatio-Temporal Learning in Deep Neural NetworksThomas BohnstinglStanislaw Wozniaket al.2021IEEE TNNLS