68 citations · 222 across the 14 of their papers we have counts for
3 papers · 1 filter
Natural-gradient learning for spiking neurons
Elena Kreutzer, Walter M. Senn, Mihai A. Petrovici
In many normative theories of synaptic plasticity, weight updates implicitly depend on the chosen parametrization of the weights. This problem relates, for example, to neuronal mor…
Conductance-based dendrites perform reliability-weighted opinion pooling
Jakob Jordan, João Sacramento, Mihai A. Petrovici +1
Cue integration, the combination of different sources of information to reduce uncertainty, is a fundamental computational principle of brain function. Starting from a normative mo…
Evolving to learn: discovering interpretable plasticity rules for spiking networks
Jakob Jordan, Maximilian Schmidt, Walter Senn +1
Continuous adaptation allows survival in an ever-changing world. Adjustments in the synaptic coupling strength between neurons are essential for this capability, setting us apart f…