Browsing Universitätsbibliographie by Author "Giannakakis, Emmanouil"

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Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks

Khajehabdollahi, Sina; Zeraati, Roxana; Giannakakis, Emmanouil; Schäfer, Tim Jakob; Martius, Georg; Levina, Anna (2023)
Environmental variability and network structure determine the optimal plasticity mechanisms in embodied agents

Levina, Anna; Khajehabdollahi, Sina; Giannakakis, Emmanouil (2023)
Locally adaptive cellular automata for goal-oriented self-organization

Levina, Anna; Martius, Georg; Buendia, Victor; Giannakakis, Emmanouil; Khajehabdollahi, Sina (2023)
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning

Wu, Charley M.; Levina, Anna; Schäfer, Tim; Giannakakis, Emmanouil; Khajehabdollahi, Sina; Hamidi, Mani (2024)
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent

Levina, Anna; Khajehabdollahi, Sina; Giannakakis, Emmanouil (2024)
Revising clustering and small-worldness in brain networks

Levina, Anna; Paulun, Lukas; Giannakakis, Emmanouil; Fardet, Tanguy (2024)
The dynamical regime and its importance for evolvability, task performance and generalization

Prosi, Jan; Khajehabdollahi, Sina; Giannakakis, Emmannouil; Martius, Georg; Levina, Anna (2021)
The topology of E/I recurrent networks regulates the effects of synaptic plasticity

Levina, Anna; Buendía, Victor; Vinogradov, Oleg; Giannakakis, Emmanouil (2023)
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents

Khajehabdollahi, Sina; Prosi, Jan; Giannakakis, Emmanouil; Martius, Georg; Levina, Anna (2022)

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