Tobiasz Puslecki

According to our database, Tobiasz Puslecki authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

2025

A Novel One-Versus-All Approach for Multiclass Classification in TinyML Systems.

Tobiasz Puslecki, Krzysztof Walkowiak

IEEE Embed. Syst. Lett., April, 2025

Data Stream Processing for Resource-Constrained TinyML Systems.

Tobiasz Puslecki, Krzysztof Walkowiak

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Optimizing TinyML: User-oriented Trade-offs in Accuracy and Energy Consumption.

Tobiasz Puslecki, Krzysztof Walkowiak

Proceedings of the 14th IEEE International Conference on Consumer Electronics - Berlin, 2025

Optimizing TinyML: Looking for a trade-off between energy consumption and efficiency.

Tobiasz Puslecki, Krzysztof Walkowiak

Proceedings of the 14th IEEE International Conference on Consumer Electronics - Berlin, 2025

2024

Study of the Impact of Data Compression on the Energy Consumption Required for Data Transmission in a Microcontroller-Based System.

Dominik Piatkowski, Tobiasz Puslecki, Krzysztof Walkowiak

Sensors, 2024

Certainty-Based Neural Network Architecture Selection Framework for TinyML Systems.

Joanna Komorniczak, Tobiasz Puslecki, Pawel Ksieniewicz, Krzysztof Walkowiak

IEEE Access, 2024

On The Dynamic Ensemble Selection for TinyML-based Systems - a Preliminary Study.

Tobiasz Puslecki, Krzysztof Walkowiak

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

On the classification of weather based on the production of photovoltaic installations.

Pawel Parczyk, Tobiasz Puslecki, Robert Burduk

Proceedings of the IEEE International Conference on Data Mining, 2024

2023

Hyperparameters Optimization Using GridSearchCV Method for TinyML Models.

Tobiasz Puslecki, Krzysztof Walkowiak

Proceedings of the Progress on Pattern Classification, Image Processing and Communications, 2023