Nina Herrmann

According to our database, Nina Herrmann authored at least 8 papers between 2021 and 2026.

Collaborative distances:

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

2026

Trainable Bitwise Soft Quantization for Input Feature Compression.

Karsten Schrödter, Jan Stenkamp, Nina Herrmann, Fabian Gieseke

CoRR, March, 2026

Short Paper: Counting Parked Bicycles on the Edge - A TinyML Smart City Application.

Jan Stenkamp, Mathis Hunke, Cem Karatas, Steffen Kirchhoff, Christoph Knaden, Paul Naebers, Lige Zhao, Benjamin Karic, Fabian Gieseke, Nina Herrmann

Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, 2026

2025

Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices.

Jan Stenkamp, Nina Herrmann, Benjamin Karic, Stefan Oehmcke, Fabian Gieseke

CoRR, October, 2025

Send Less, Save More: Energy-Efficiency Benchmark of Embedded CNN Inference vs. Data Transmission in IoT.

Benjamin Karic, Nina Herrmann, Jan Stenkamp, Paula Scharf, Fabian Gieseke, Angela Schwering

CoRR, October, 2025

2024

Optimizing Three-Dimensional Stencil-Operations on Heterogeneous Computing Environments.

Nina Herrmann, Justus Dieckmann, Herbert Kuchen

Int. J. Parallel Program., August, 2024

2023

Distributed Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments.

Nina Herrmann, Herbert Kuchen

Int. J. Parallel Program., 2023

2022

Stencil Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments.

Nina Herrmann, Breno Augusto De Melo Menezes, Herbert Kuchen

Int. J. Parallel Program., 2022

2021

High-Level Parallel Ant Colony Optimization with Algorithmic Skeletons.

Breno Augusto De Melo Menezes, Nina Herrmann, Herbert Kuchen, Fernando Buarque de Lima Neto

Int. J. Parallel Program., 2021