Counting Parked Bicycles on the Edge - A TinyML Smart City Application

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

In: IEEE/ACM (eds.), Proceedings of the 24rd Conference on Embedded Artificial Intelligence and Sensing Systems. ACM Digital Library.

Research article in digital collection (conference)

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

Herrmann, Nina; Stenkamp, Jan; Karic, Benjamin; Oehmke, Stefan; Gieseke, Fabian (2026)

In: ICLR (eds.), The Fourteenth International Conference on Learning Representations. OpenReview:12800.

Research article in digital collection (conference)

Distributed Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments

Nina Herrmann, Herbert Kuchen (2023)

In: International Journal of Parallel Programming, 51(2).

Research article (journal)

Stencil Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments

Herrmann Nina, Kuchen Herbert, Menezes Breno A. de Melo (2021)

In: International Journal of Parallel Programming, 50(5-6).

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Counting Parked Bicycles on the Edge - A TinyML Smart City Application Stenkamp, Jan; Hunke, Mathis; Karatas, Cem; Kirchhoff, Steffen; Knaden, Christoph; Naebers, Paul; Zhao, Lige; Karic, Benjamin; Gieseke, Fabian; Herrmann, Nina In: IEEE/ACM (eds.), Proceedings of the 24rd Conference on Embedded Artificial Intelligence and Sensing Systems. ACM Digital Library. Research article in digital collection (conference)
Trainable Bitwise Soft Quantization for Input Feature Compression Schrödter, Karsten; Stenkamp, Jan; Herrmann, Nina; Gieseke, Fabian (2026) In: (eds.), Proceedings of the Third Conference on Parsimony and Learning (CPAL). (kein Verlag angegeben). Research article in edited proceedings (conference)
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices Herrmann, Nina; Stenkamp, Jan; Karic, Benjamin; Oehmke, Stefan; Gieseke, Fabian (2026) In: ICLR (eds.), The Fourteenth International Conference on Learning Representations. OpenReview:12800. Research article in digital collection (conference)
Optimizing Three-Dimensional Stencil-Operations on Heterogeneous Computing Environments Herrmann, Nina; Dieckmann, Justus; Kuchen, Herbert (2024) In: International Journal of Parallel Programming, 52(4). Research article (journal)
Distributed Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments Nina Herrmann, Herbert Kuchen (2023) In: International Journal of Parallel Programming, 51(2). Research article (journal)
High-Level Parallel Ant Colony Optimization with Algorithmic Skeletons Menezes Breno, Herrmann Nina, Kuchen Herbert, Neto Fernando Buarque de Lima (2021) In: International Journal of Parallel Programming, 49. Research article (journal)
Stencil Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments Herrmann Nina, Kuchen Herbert, Menezes Breno A. de Melo (2021) In: International Journal of Parallel Programming, 50(5-6). Research article (journal)
High-Level Parallel Ant Colony Optimization with Algorithmic Skeletons Menezes Breno, Herrmann Nina, Kuchen Herbert, Neto Fernando Buarque de Lima (2020) In: (eds.), . . Research article in edited proceedings (conference)