Emmanouil Giannakakis

12 papers A* 1C 2Journal 9
YearRankTypeTitle / Venue / Authors
2024 A* conf
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks.
ICLR
Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina
2024 J jnl
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning.
CoRR
Mani Hamidi, Sina Khajehabdollahi, Emmanouil Giannakakis, Tim Jakob Schäfer, Anna Levina, Charley M. Wu
2024 J jnl
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent.
CoRR
Emmanouil Giannakakis, Sina Khajehabdollahi, Anna Levina
2024 J jnl
Revising clustering and small-worldness in brain networks.
CoRR
Tanguy Fardet, Emmanouil Giannakakis, Lukas Paulun, Anna Levina
2024 J jnl
Structural influences on synaptic plasticity: The role of presynaptic connectivity in the emergence of E/I co-tuning.
PLoS Comput. Biol.
Emmanouil Giannakakis, Oleg Vinogradov, Victor Buendia, Anna Levina
2023 J jnl
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks.
CoRR
Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina
2023 J jnl
Locally adaptive cellular automata for goal-oriented self-organization.
CoRR
Sina Khajehabdollahi, Emmanouil Giannakakis, Victor Buendia, Georg Martius, Anna Levina
2022 J jnl
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents.
Artif. Life
Sina Khajehabdollahi, Jan Prosi, Emmanouil Giannakakis, Georg Martius, Anna Levina
2021 C conf
Reservoir computing with self-organizing neural oscillators.
ALIFE
Sina Khajehabdollahi, Emmanouil Giannakakis, Jan Prosi, Anna Levina
2021 C conf
The dynamical regime and its importance for evolvability, task performance and generalization.
ALIFE
Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina
2021 J jnl
The dynamical regime and its importance for evolvability, task performance and generalization.
CoRR
Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina
2020 J jnl
Towards simulations of long-term behavior of neural networks: Modeling synaptic plasticity of connections within and between human brain regions.
Neurocomputing
Emmanouil Giannakakis, Cheol E. Han, Bernd Weber, Frances Hutchings, Marcus Kaiser