Levina, Anna

4 publications

ICLR 2024 Emergent Mechanisms for Long Timescales Depend on Training Curriculum and Affect Performance in Memory Tasks Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina

ICML 2024 Learning with 3D Rotations, a Hitchhiker’s Guide to SO(3) Andreas René Geist, Jonas Frey, Mikel Zhobro, Anna Levina, Georg Martius

ICLR 2024 The Expressive Leaky Memory Neuron: An Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks. Aaron Spieler, Nasim Rahaman, Georg Martius, Bernhard Schölkopf, Anna Levina

NeurIPS 2005 Dynamical Synapses Give Rise to a Power-Law Distribution of Neuronal Avalanches Anna Levina, Michael Herrmann