Daniel Auge

According to our database, Daniel Auge authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Low-power Time Series Processing with Spiking Neural Networks.

Daniel Auge

PhD thesis, 2023

2022

Resonate-and-Fire Neurons for Radar Interference Detection.

Julian Hille, Daniel Auge, Cyprian Grassmann, Alois C. Knoll

Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021

A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks.

Daniel Auge, Julian Hille, Etienne Mueller, Alois C. Knoll

Neural Process. Lett., 2021

Minimizing Inference Time: Optimization Methods for Converted Deep Spiking Neural Networks.

Etienne Mueller, Julius Hansjakob, Daniel Auge, Alois C. Knoll

Proceedings of the International Joint Conference on Neural Networks, 2021

Spiking Transformer Networks: A Rate Coded Approach for Processing Sequential Data.

Etienne Mueller, Viktor Studenyak, Daniel Auge, Alois C. Knoll

Proceedings of the 7th International Conference on Systems and Informatics, 2021

End-to-End Spiking Neural Network for Speech Recognition Using Resonating Input Neurons.

Daniel Auge, Julian Hille, Felix Kreutz, Etienne Mueller, Alois C. Knoll

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Hand Gesture Recognition in Range-Doppler Images Using Binary Activated Spiking Neural Networks.

Daniel Auge, Julian Hille, Etienne Mueller, Alois C. Knoll

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

An Evaluation of "Crash Prediction Networks" (CPN) for Autonomous Driving Scenarios in CARLA Simulator.

Saasha Nair, Sina Shafaei, Daniel Auge, Alois C. Knoll

Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021