Author

M. Kozielska

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Evolutionary Biology· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:synaptic & neural circuits· 2

Frequent Co-Authors

F. J. Weissing· 2 shared E. Mendez Salinas· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersEvolutionary Biology

F. J. Weissing

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

A neural network model for the evolution of learning in changing environments

M. Kozielska, F. J. Weissing

This paper models the evolution of learning in changing environments using neural networks and finds that efficient learning evolves under certain conditions, but not in constant environments or for short-lived organisms.

bioRxiv · Aug 18, 2023Evolutionary Biology

Neural network models for the evolution of associative learning

E. Mendez Salinas, F. J. Weissing, M. Kozielska

This study uses neural network models to simulate the evolution of associative learning, showing evolved networks often outperform traditional learning rules like Rescorla-Wagner.

bioRxiv · Jul 21, 2023 · PreprintEvolutionary Biology