2 papers
cs.NE2021
Evolving Neuronal Plasticity Rules using Cartesian Genetic Programming
Henrik D. Mettler, Maximilian Schmidt, Walter Senn +2
We formulate the search for phenomenological models of synaptic plasticity as an optimization problem. We employ Cartesian genetic programming to evolve biologically plausible huma…
q-bio.NC2020
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…