Sebastian Urban

According to our database1, Sebastian Urban authored at least 15 papers between 2013 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Neural Network Architectures and Activation Functions: A Gaussian Process Approach.
PhD thesis, 2018

2017
Gaussian Process Neurons Learn Stochastic Activation Functions.
CoRR, 2017

Automatic Differentiation for Tensor Algebras.
CoRR, 2017

2016
A Differentiable Transition Between Additive and Multiplicative Neurons.
CoRR, 2016

Theano: A Python framework for fast computation of mathematical expressions.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
CoRR, 2016

2015
A Neural Transfer Function for a Smooth and Differentiable Transition Between Additive and Multiplicative Interactions.
CoRR, 2015

Measuring fingertip forces from camera images for random finger poses.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Efficient movement representation by embedding Dynamic Movement Primitives in deep autoencoders.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

2014
Estimating finger grip force from an image of the hand using Convolutional Neural Networks and Gaussian processes.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
Supervised Spike-Timing-Dependent Plasticity: A Spatiotemporal Neuronal Learning Rule for Function Approximation and Decisions.
Neural Computation, 2013

Revisiting Optical Physical Unclonable Functions.
IACR Cryptology ePrint Archive, 2013

On Fast Dropout and its Applicability to Recurrent Networks.
CoRR, 2013

Computing grip force and torque from finger nail images using Gaussian processes.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Convolutional Neural Networks Learn Compact Local Image Descriptors.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Training Neural Networks with Implicit Variance.
Proceedings of the Neural Information Processing - 20th International Conference, 2013


  Loading...