Urmăriți
Emmanouil Giannakakis
Emmanouil Giannakakis
Adresă de e-mail confirmată pe uni-tuebingen.de - Pagina de pornire
Titlu
Citat de
Citat de
Anul
Computational modelling of the long-term effects of brain stimulation on the local and global structural connectivity of epileptic patients
E Giannakakis, F Hutchings, CA Papasavvas, CE Han, B Weber, C Zhang, ...
Plos one 15 (2), e0221380, 2020
202020
When to be critical? Performance and evolvability in different regimes of neural Ising agents
S Khajehabdollahi, J Prosi, E Giannakakis, G Martius, A Levina
Artificial Life 28 (4), 458-478, 2022
15*2022
Towards simulations of long-term behavior of neural networks: Modeling synaptic plasticity of connections within and between human brain regions
E Giannakakis, CE Han, B Weber, F Hutchings, M Kaiser
Neurocomputing 416, 38-44, 2020
92020
Structural influences on synaptic plasticity: The role of presynaptic connectivity in the emergence of E/I co-tuning
E Giannakakis, O Vinogradov, V Buendía, A Levina
PLOS Computational Biology 20 (10), e1012510, 2024
5*2024
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
S Khajehabdollahi, R Zeraati, E Giannakakis, TJ Schäfer, G Martius, ...
The Twelfth International Conference on Learning Representations, 2023
52023
Locally adaptive cellular automata for goal-oriented self-organization
S Khajehabdollahi, E Giannakakis, V Buendía, G Martius, A Levina
Artificial Life Conference Proceedings 35 2023 (1), 59, 2023
32023
Reservoir computing with self-organizing neural oscillators
S Khajehabdollahi, E Giannakakis, J Prosi, A Levina
ALIFE 2021: The 2021 Conference on Artificial Life, 2021
32021
Effective excitability captures network dynamics across development and phenotypes
O Vinogradov, E Giannakakis, V Buendía, B Uysal, S Ron, E Weinreb, ...
bioRxiv, 2024.08. 21.608974, 2024
22024
Environmental variability and network structure determine the optimal plasticity mechanisms in embodied agents
E Giannakakis, S Khajehabdollahi, A Levina
Artificial Life Conference Proceedings 35 2023 (1), 22, 2023
12023
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning
M Hamidi, S Khajehabdollahi, E Giannakakis, TJ Schäfer, A Levina, ...
ALIFE 2024: Proceedings of the 2024 Artificial Life Conference, 2024
2024
Revising clustering and small-worldness in brain networks
T Fardet, E Giannakakis, L Paulun, A Levina
arXiv preprint arXiv:2401.15630, 2024
2024
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent
E Giannakakis, S Khajehabdollahi, A Levina
Artificial Life, 2024
2024
Sistemul nu poate realiza operația în acest moment. Încercați din nou mai târziu.
Articole 1–12