Agnieszka Pregowska
Orcid: 0000-0001-9163-9931
According to our database1,
Agnieszka Pregowska authored at least 25 papers
between 2014 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Implicit neural representations as a coordinate-based framework for continuous environmental field reconstruction from sparse ecological observations.
CoRR, April, 2026
Continuous ageing trajectory representations for knee-aware lifetime prediction of lithium-ion batteries across heterogeneous dataset.
CoRR, April, 2026
Impact of Neuron Models on Spiking Neural Network Performance: A Complexity-based Classification Approach.
Neuroinformatics, March, 2026
Implicit neural representations for larval zebrafish brain microscopy: a reproducible benchmark on the MapZebrain atlas.
CoRR, March, 2026
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026
2025
Impact of Neuron Models on Spiking Neural Networks performance. A Complexity Based Classification Approach.
CoRR, September, 2025
Improving Liver Disease Diagnosis with SNNDeep: A Custom Spiking Neural Network Using Diverse Learning Algorithms.
CoRR, August, 2025
Learning Internal Biological Neuron Parameters and Complexity-Based Encoding for Improved Spiking Neural Networks Performance.
CoRR, August, 2025
Bio-Inspired Classification: Combining Information Theory and Spiking Neural Networks - Influence of the Learning Rules.
CoRR, June, 2025
Integrating Complexity and Biological Realism: High-Performance Spiking Neural Networks for Breast Cancer Detection.
CoRR, June, 2025
2024
How scanning probe microscopy can be supported by Artificial Intelligence and quantum computing.
CoRR, 2024
Does Adding of Neurons to the Network Layer Lead to Increased Transmission Efficiency?
IEEE Access, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
2023
The Application of the Preoperative Image-Guided 3D Visualization Supported by Machine Learning to the Prediction of Organs Reconstruction During Pancreaticoduodenectomy via a Head-Mounted Displays.
Proceedings of the Extended Reality - International Conference, 2023
2022
Future Internet, 2022
2021
Signal Fluctuations and the Information Transmission Rates in Binary Communication Channels.
Entropy, 2021
2020
From Mirrors to Free-Space Optical Communication - Historical Aspects in Data Transmission.
Future Internet, 2020
Overview of the holographic-guided cardiovascular interventions and training - a perspective.
Bio Algorithms Med Syst., 2020
Proceedings of the Multimedia Communications, Services and Security, 2020
2019
How Far can Neural Correlations Reduce Uncertainty? Comparison of Information Transmission Rates for Markov and Bernoulli Processes.
Int. J. Neural Syst., 2019
Using Lempel-Ziv complexity as effective classification tool of the sleep-related breathing disorders.
Comput. Methods Programs Biomed., 2019
Biol. Cybern., 2019
2017
Bio Algorithms Med Syst., 2017
2016
2014
Modeling and Dynamic Analysis of the Precise Electromechanical Systems Driven by the Stepping Motors.
Proceedings of the Recent Advances in Automation, 2014