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}
}