Luciano Gonçalves Fernandes

Effective mean-field variables explain how biophysical parameters control firing rate and regularity in a spiking network

Parameter sweeps of recurrent spiking networks are often interpreted as evidence that each nominal parameter controls activity through a distinct mechanism. We tested this interpretation in a 10,000 neuron Brunel type network using eight one factor sweeps, local sensitivity analysis, and a global Sobol design with 51,2...