Julian Hille

According to our database, Julian Hille authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

2024

Radar Signal Processing with Spiking Neural Networks and Resonate-and-Fire Encoding (Radarsignalverarbeitung mit Pulsenden Neuronalen Netzen und Kodierung mittels Resonierender Neuronen)

Julian Hille

PhD thesis, 2024

2023

Direct Signal Encoding With Analog Resonate-and-Fire Neurons.

Hendrik M. Lehmann, Julian Hille, Cyprian Grassmann, Vadim Issakov

IEEE Access, 2023

Continuous Inference of Time Recurrent Neural Networks for Field Oriented Control.

Felix Kreutz, Daniel Scholz, Julian Hille, Jiaxin Huang, Florian Hauer, Klaus Knobloch, Christian Georg Mayr

Proceedings of the IEEE Conference on Artificial Intelligence, 2023

2022

Analog Spiking Neural Network Based Phase Detector.

Hendrik M. Lehmann, Julian Hille, Cyprian Grassmann, Alois C. Knoll, Vadim Issakov

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Leaky Integrate-and-Fire Neuron with a Refractory Period Mechanism for Invariant Spikes.

Hendrik M. Lehmann, Julian Hille, Cyprian Grassmann, Vadim Issakov

Proceedings of the 17th Conference on Ph.D Research in Microelectronics and Electronics, 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

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