Christoph Stöckl

Research output

Research output per year 2020 2020 2021 2023

• 5 Preprint
• 1 Article

Research output per year

Research output per year

Search results

• 2023

  Local prediction-learning in high-dimensional spaces enables neural networks to plan

  Stöckl, C. & Maass, W., 19 Jun 2023, 30 p.

  Research output: Working paper › Preprint

  Open Access

  • Neural Network 100%
  • Goal 25%
  • Attention 25%
  • Synaptic Plasticity 25%
  • Locomotion 25%
• 2021

  Optimized spiking neurons can classify images with high accuracy through temporal coding with two spikes

  Stöckl, C. & Maass, W., 11 Mar 2021, In: Nature Machine Intelligence. 3, 3, p. 230-238 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Image Classification 100%
  • Neuron 100%
  • Throughput 50%
  • Hardware 50%
  • Artificial Neural Network 50%

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

  Stöckl, C., Lang, D. & Maass, W., 2021, (bioRxiv - the Preprint Server for Biology).

  Research output: Working paper › Preprint

  • Computing 100%
  • Brain 100%
  • Control 50%
  • Artificial Neural Network 50%
  • Neuron 33%
• 2020

  One-shot learning with spiking neural networks

  Scherr, F., Stöckl, C. & Maass, W., 19 Jun 2020, (bioRxiv - the Preprint Server for Biology).

  Research output: Working paper › Preprint

• Optimized spiking neurons can classify images with high accuracy through temporal coding with two spikes

  Stöckl, C. & Maass, W., 31 Jan 2020, (arXiv.org e-Print archive).

  Research output: Working paper › Preprint

  File

  • Artificial Neural Network 100%
  • Energy Consumption 100%
  • Neuron 100%
  • Throughput 50%
  • Image Classification 50%

• Recognizing Images with at most one Spike per Neuron

  Stöckl, C. & Maass, W., 21 Jan 2020, (arXiv.org e-Print archive).

  Research output: Working paper › Preprint

  File