Daniel Schnöll

According to our database, Daniel Schnöll authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Efficient and interpretable raw audio classification with diagonal state space models.

Matthias Bittner, Daniel Schnöll, Matthias Wess, Axel Jantsch

Mach. Learn., August, 2025

Pruning State Space Models with Model Order Reduction for Efficient Raw Audio Classification.

Matthias Bittner, Daniel Schnöll, Dominik Dallinger, Matthias Wess, Axel Jantsch

Proceedings of the 33rd European Signal Processing Conference, 2025

2024

Conformal Prediction Based Confidence for Latency Estimation of DNN Accelerators: A Black-Box Approach.

Matthias Wess, Daniel Schnöll, Dominik Dallinger, Matthias Bittner, Axel Jantsch

IEEE Access, 2024

Forecasting Load Profiles and Critical Overloads with Uncertainty Quantification for Low Voltage Smart Grids.

Matthias Bittner, Daniel Hauer, Matthias Wess, Daniel Schnöll, Konrad Diwold, Axel Jantsch

Proceedings of the 8th International Conference on System Reliability and Safety, 2024

2023

Energy Profiling of DNN Accelerators.

Matthias Wess, Dominik Dallinger, Daniel Schnöll, Matthias Bittner, Maximilian Götzinger, Axel Jantsch

Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

Fast, Quantization Aware DNN Training for Efficient HW Implementation.

Daniel Schnöll, Matthias Wess, Matthias Bittner, Maximilian Götzinger, Axel Jantsch

Proceedings of the 26th Euromicro Conference on Digital System Design, 2023