Local prediction-learning enables neural networks to plan

The paper can be found here.

@article{stoeckl2022local,
  title={Local prediction-learning enables neural networks to plan},
  author={Stoeckl, Christoph and Maass, Wolfgang},
  journal={bioRxiv},
  year={2022},
  publisher={Cold Spring Harbor Laboratory}
}

Probabilistic skeletons endow brain-like neural networks with innate computing capabilities

The paper can be found here.

@article{stockl2021probabilistic,
  title={Probabilistic skeletons endow brain-like neural networks with innate computing capabilities},
  author={St{\"o}ckl, Christoph and Lang, Dominik and Maass, Wolfgang},
  journal={bioRxiv},
  year={2021},
  publisher={Cold Spring Harbor Laboratory}
}

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}
}