Anna Levina
Orcid: 0000-0003-1355-6617Affiliations:
- Eberhard Karls University of Tübingen, Germany
- Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany
- Bernstein Center for Computational Neuroscience Göttingen, Germany
According to our database1,
Anna Levina
authored at least 17 papers
between 2005 and 2024.
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Bibliography
2024
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent.
CoRR, 2024
2023
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks.
CoRR, 2023
The ELM Neuron: an Efficient and Expressive Cortical Neuron Model Can Solve Long-Horizon Tasks.
CoRR, 2023
When to be critical? Performance and evolvability in different regimes of neural Ising agents.
CoRR, 2023
2022
Nat. Comput. Sci., 2022
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents.
Artif. Life, 2022
2021
Weighted directed clustering: interpretations and requirements for heterogeneous, inferred, and measured networks.
CoRR, 2021
The dynamical regime and its importance for evolvability, task performance and generalization.
Proceedings of the 2021 Conference on Artificial Life, 2021
Proceedings of the 2021 Conference on Artificial Life, 2021
2020
Simple models including energy and spike constraints reproduce complex activity patterns and metabolic disruptions.
PLoS Comput. Biol., 2020
2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
2015
PLoS Comput. Biol., 2015
2013
2007
Neurocomputing, 2007
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005