3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.NE2026
The Computational Value of Sensory-Aligned Receptive Fields Depends on Neuronal Expressivity
Agnese Adorante, Aaron Spieler, Anna Levina
Biological sensory neurons have selective receptive fields organized along meaningful stimulus coordinates, such as frequency, motion direction, or retinotopic position. Such struc…
cs.LG2026
Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
Aaron Spieler, Georg Martius, Anna Levina
Cortical neurons are complex, multi-timescale processors wired into recurrent circuits, shaped by long evolutionary pressure under stringent biological constraints. Mainstream mach…
cs.NE2023★ 3 cited
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks
Aaron Spieler, Nasim Rahaman, Georg Martius +2
Biological cortical neurons are remarkably sophisticated computational devices, temporally integrating their vast synaptic input over an intricate dendritic tree, subject to comple…