Christoph Schorn

Accurate neuron resilience prediction for a flexible reliability management in neural network accelerators

Christoph Schorn, Andre Guntoro, Gerd Ascheid · 2018 · 66 citations

Convolutional Neural Network, Engineering, Machine Learning +21

SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks

Karim Guirguis, Christoph Schorn, Andre Guntoro et al. · 2020 · 62 citations · Full text

An Efficient Bit-Flip Resilience Optimization Method for Deep Neural Networks

Christoph Schorn, Andre Guntoro, Gerd Ascheid · 2019 · 57 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +13

FACER: A Universal Framework for Detecting Anomalous Operation of Deep Neural Networks

Christoph Schorn, Lydia Gauerhof · 2020 · 14 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +21

Efficient Stochastic Inference of Bitwise Deep Neural Networks

Sebastian Vogel, Christoph Schorn, Andre Guntoro et al. · arXiv (Cornell University) · 2016 · 11 citations · Full text

Artificial Intelligence, Methods Enable Training, Engineering +15