Zofia Rudnicka

According to our database, Zofia Rudnicka authored at least 6 papers between 2025 and 2026.

Collaborative distances:

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

2026

Impact of Neuron Models on Spiking Neural Network Performance: A Complexity-based Classification Approach.

Zofia Rudnicka, Janusz Szczepanski, Agnieszka Pregowska

Neuroinformatics, March, 2026

2025

Impact of Neuron Models on Spiking Neural Networks performance. A Complexity Based Classification Approach.

Zofia Rudnicka, Janusz Szczepanski, Agnieszka Pregowska

CoRR, September, 2025

Improving Liver Disease Diagnosis with SNNDeep: A Custom Spiking Neural Network Using Diverse Learning Algorithms.

Zofia Rudnicka, Janusz Szczepanski, Agnieszka Pregowska

CoRR, August, 2025

Learning Internal Biological Neuron Parameters and Complexity-Based Encoding for Improved Spiking Neural Networks Performance.

Zofia Rudnicka, Janusz Szczepanski, Agnieszka Pregowska

CoRR, August, 2025

Bio-Inspired Classification: Combining Information Theory and Spiking Neural Networks - Influence of the Learning Rules.

Zofia Rudnicka, Janusz Szczepanski, Agnieszka Pregowska

CoRR, June, 2025

Integrating Complexity and Biological Realism: High-Performance Spiking Neural Networks for Breast Cancer Detection.

Zofia Rudnicka, Januszcz Szczepanski, Agnieszka Pregowska

CoRR, June, 2025