Günther Schindler

Resource-Efficient Neural Networks for Embedded Systems

Zoubin Ghahramani, F. Pernkopf, Robert Peharz, 2020, ArXiv.

Resource Efficient Deep Eigenvector Beamforming

Holger Fröning, Matthias Zöhrer, Lukas Pfeifenberger, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement pdf

Holger Fröning, Franz Pernkopf, Matthias Zöhrer, 2020, ArXiv.

Parameterized Structured Pruning for Deep Neural Networks

Holger Fröning, Franz Pernkopf, Wolfgang Roth, 2019, LOD.

Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions

Holger Fröning, Franz Pernkopf, Wolfgang Roth, 2019, ECML/PKDD.

Efficient and Robust Machine Learning for Real-World Systems pdf

Holger Fröning, Sebastian Tschiatschek, Franz Pernkopf, 2018, ArXiv.

On the Difficulty of Designing Processor Arrays for Deep Neural Networks pdf

Holger Fröning, Günther Schindler, Kevin Stehle, 2020, IoT Streams/ITEM@PKDD/ECML.

On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks

Holger Fröning, Franz Pernkopf, Günther Schindler, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).