Stefan Habenschuss

According to our database, Stefan Habenschuss authored at least 8 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images.

Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2017

Reward-based stochastic self-configuration of neural circuits.

David Kappel, Robert Legenstein, Stefan Habenschuss, Michael Hsieh, Wolfgang Maass

CoRR, 2017

2015

Network Plasticity as Bayesian Inference.

David Kappel, Stefan Habenschuss, Robert Legenstein, Wolfgang Maass

PLoS Comput. Biol., 2015

Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring.

David Kappel, Stefan Habenschuss, Robert Legenstein, Wolfgang Maass

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

A theoretical basis for efficient computations with noisy spiking neurons.

Zeno Jonke, Stefan Habenschuss, Wolfgang Maass

CoRR, 2014

2013

Stochastic Computations in Cortical Microcircuit Models.

Stefan Habenschuss, Zeno Jonke, Wolfgang Maass

PLoS Comput. Biol., 2013

Emergence of Optimal Decoding of Population Codes Through STDP.

Stefan Habenschuss, Helmut Puhr, Wolfgang Maass

Neural Comput., 2013

2012

Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints.

Stefan Habenschuss, Johannes Bill, Bernhard Nessler

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012