Emmanouil Giannakakis

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Episodic Memory

Cognitive Functions

Top Venues

Publications

Tanguy Fardet, Emmanouil Giannakakis, Lukas Paulun, Anna Levina
Revising clustering and small-worldness in brain networks. CoRR (2024)
Emmanouil Giannakakis, Sina Khajehabdollahi, Anna Levina
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent. CoRR (2024)
Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks. ICLR (2024)
Mani Hamidi, Sina Khajehabdollahi, Emmanouil Giannakakis, Tim Schäfer, Anna Levina, Charley M. Wu
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning. CoRR (2024)
Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks. CoRR (2023)
Sina Khajehabdollahi, Emmanouil Giannakakis, Victor Buendia, Georg Martius, Anna Levina
Locally adaptive cellular automata for goal-oriented self-organization. CoRR (2023)
Sina Khajehabdollahi, Jan Prosi, Emmanouil Giannakakis, Georg Martius, Anna Levina
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents. Artif. Life 28 (4) (2022)
Sina Khajehabdollahi, Emmanouil Giannakakis, Jan Prosi, Anna Levina
Reservoir computing with self-organizing neural oscillators. ALIFE (2021)
Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina
The dynamical regime and its importance for evolvability, task performance and generalization. CoRR (2021)
Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina
The dynamical regime and its importance for evolvability, task performance and generalization. ALIFE (2021)
Emmanouil Giannakakis, Cheol E. Han, Bernd Weber, Frances Hutchings, Marcus Kaiser
Towards simulations of long-term behavior of neural networks: Modeling synaptic plasticity of connections within and between human brain regions. Neurocomputing 416 (2020)