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ORCIDEmmanouil Giannakakis
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2020 – today
- 2024
[j3]Emmanouil Giannakakis
, Oleg Vinogradov, Victor Buendia, Anna Levina:
Structural influences on synaptic plasticity: The role of presynaptic connectivity in the emergence of E/I co-tuning. PLoS Comput. Biol. 20(10): 1012510 (2024)- [c3]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 - [i6]Tanguy Fardet, Emmanouil Giannakakis, Lukas Paulun, Anna Levina:
Revising clustering and small-worldness in brain networks. CoRR abs/2401.15630 (2024) - [i5]Emmanouil Giannakakis, Sina Khajehabdollahi, Anna Levina:
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent. CoRR abs/2403.13649 (2024) - [i4]Mani Hamidi, Sina Khajehabdollahi, Emmanouil Giannakakis, Tim Jakob Schäfer, Anna Levina, Charley M. Wu:
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning. CoRR abs/2406.06262 (2024) - 2023
- [i3]Sina Khajehabdollahi, Emmanouil Giannakakis, Victor Buendia, Georg Martius, Anna Levina:
Locally adaptive cellular automata for goal-oriented self-organization. CoRR abs/2306.07067 (2023) - [i2]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 abs/2309.12927 (2023) - 2022
- [j2]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): 458-478 (2022) - 2021
- [c2]Sina Khajehabdollahi, Emmanouil Giannakakis, Jan Prosi, Anna Levina:
Reservoir computing with self-organizing neural oscillators. ALIFE 2021: 78 - [c1]Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina:
The dynamical regime and its importance for evolvability, task performance and generalization. ALIFE 2021: 79 - [i1]Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina:
The dynamical regime and its importance for evolvability, task performance and generalization. CoRR abs/2103.12184 (2021) - 2020
- [j1]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: 38-44 (2020)
Coauthor Index
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