Anna Levina

26 papers A* 3C 2Journal 19Unranked 2
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 A* conf
Learning with 3D rotations, a hitchhiker's guide to SO(3).
ICML
Andreas René Geist, Jonas Frey, Mikel Zhobro, Anna Levina, Georg Martius
2024 J jnl
Learning with 3D rotations, a hitchhiker's guide to SO(3).
CoRR
Andreas René Geist, Jonas Frey, Mikel Zobro, Anna Levina, Georg Martius
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
Neural timescales from a computational perspective.
CoRR
Roxana Zeraati, Anna Levina, Jakob H. Macke, Richard Gao
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
2024 A* conf
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.
ICLR
Aaron Spieler, Nasim Rahaman, Georg Martius, Bernhard Schölkopf, 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
2023 J jnl
The ELM Neuron: an Efficient and Expressive Cortical Neuron Model Can Solve Long-Horizon Tasks.
CoRR
Aaron Spieler, Nasim Rahaman, Georg Martius, Bernhard Schölkopf, Anna Levina
2023 J jnl
When to be critical? Performance and evolvability in different regimes of neural Ising agents.
CoRR
Sina Khajehabdollahi, Jan Prosi, Georg Martius, Anna Levina
2022 J jnl
A flexible Bayesian framework for unbiased estimation of timescales.
Nat. Comput. Sci.
Roxana Zeraati, Tatiana A. Engel, 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 J jnl
Assessing aesthetics of generated abstract images using correlation structure.
CoRR
Sina Khajehabdollahi, 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
2021 J jnl
Weighted directed clustering: interpretations and requirements for heterogeneous, inferred, and measured networks.
CoRR
Tanguy Fardet, Anna Levina
2020 J jnl
Simple models including energy and spike constraints reproduce complex activity patterns and metabolic disruptions.
PLoS Comput. Biol.
Tanguy Fardet, Anna Levina
2019 — conf
Assessing Aesthetics of Generated Abstract Images Using Correlation Structure.
SSCI
Sina Khajehabdollahi, Georg Martius, Anna Levina
2015 J jnl
Self-organization in Balanced State Networks by STDP and Homeostatic Plasticity.
PLoS Comput. Biol.
Felix Effenberger, Jürgen Jost, Anna Levina
2013 J jnl
Critical dynamics in associative memory networks.
Frontiers Comput. Neurosci.
Maximilian Uhlig, Anna Levina, Theo Geisel, J. Michael Herrmann
2007 J jnl
Criticality of avalanche dynamics in adaptive recurrent networks.
Neurocomputing
Anna Levina, Udo Ernst, J. Michael Herrmann
2005 — conf
Dynamical Synapses Give Rise to a Power-Law Distribution of Neuronal Avalanches.
NIPS
Anna Levina, J. Michael Herrmann, Theo Geisel