Emmanouil Giannakakis
Orcid: 0000-0001-5636-5824
According to our database1,
Emmanouil Giannakakis
authored at least 10 papers
between 2020 and 2024.
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Bibliography
2024
Structural influences on synaptic plasticity: The role of presynaptic connectivity in the emergence of E/I co-tuning.
PLoS Comput. Biol., 2024
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning.
CoRR, 2024
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent.
CoRR, 2024
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
2022
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents.
Artif. Life, 2022
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
Towards simulations of long-term behavior of neural networks: Modeling synaptic plasticity of connections within and between human brain regions.
Neurocomputing, 2020