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 | 14 | 2020 |
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 | 10 | 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 | 9 | 2020 |
The dynamical regime and its importance for evolvability, task performance and generalization J Prosi, S Khajehabdollahi, E Giannakakis, G Martius, A Levina ALIFE 2021: The 2021 Conference on Artificial Life, 2021 | 5 | 2021 |
Recurrent connectivity structure controls the emergence of co-tuned excitation and inhibition E Giannakakis, O Vinogradov, V Buendía, A Levina bioRxiv, 2023.02. 27.530253, 2023 | 4 | 2023 |
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, ... arXiv preprint arXiv:2309.12927, 2023 | 3 | 2023 |
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 | 3 | 2023 |
Reservoir computing with self-organizing neural oscillators S Khajehabdollahi, E Giannakakis, J Prosi, A Levina ALIFE 2021: The 2021 Conference on Artificial Life, 2021 | 2 | 2021 |
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 |
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent E Giannakakis, S Khajehabdollahi, A Levina arXiv preprint arXiv:2403.13649, 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 |
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 | | 2023 |