Christoph Stöckl

    Publications

    Recognizing Images with at most one Spike per Neuron
    The paper can be found here.
    Please cite using:

    @article{stockl2019recognizing,
      title={Recognizing Images with at most one Spike per Neuron},
      author={St{\"o}ckl, Christoph and Maass, Wolfgang},
      journal={arXiv preprint arXiv:2001.01682},
      year={2019}
    }

    Optimized spiking neurons can classify images with high accuracy through temporal coding with two spikes
    The paper can be found here and the per-print is available here.
    Please cite using:

    @article{stockl2021optimized,
      title={Optimized spiking neurons can classify images with high accuracy through temporal coding with two spikes},
      author={St{\"o}ckl, Christoph and Maass, Wolfgang},
      journal={Nature Machine Intelligence},
      pages={1--9},
      year={2021},
      publisher={Nature Publishing Group}
    }
    

    One-shot learning with spiking neural networks
    The paper can be found here.
    Please cite using:

    @article{scherr2020one,
      title={One-shot learning with spiking neural networks},
      author={Scherr, Franz and St{\"o}ckl, Christoph and Maass, Wolfgang},
      journal={bioRxiv},
      year={2020},
      publisher={Cold Spring Harbor Laboratory}
    }