Wide learning: Using an ensemble of biologically-plausible spiking neural networks for unsupervised parallel classification of spatio-temporal patterns. - Katarzyna Kozdon; Peter J. Bentley (SSCI, 2017)

The Evolution of Training Parameters for Spiking Neural Networks with Hebbian Learning. - Katarzyna Kozdon; Peter J. Bentley (ALIFE, 2018)

Normalisation of Weights and Firing Rates in Spiking Neural Networks with Spike-Timing-Dependent Plasticity. - Katarzyna Kozdon; Peter J. Bentley (CoRR, 2019)

Architectural Plasticity in Spiking Neural Networks. - Katarzyna Kozdon; Peter J. Bentley (ALIFE, 2020)