Neural Spike Train Statistics
Poisson Process & Leaky Integrate-and-Fire — spike statistics
Neuron Parameters
Model:
Poisson process
Leaky Integrate-and-Fire
Burst firing
Firing rate (Hz):
30
Neurons N:
20
Noise σ:
0.2
Synchrony κ:
0.0
Refractory (ms):
2
Reset
Clear
Fano factor:
Var/Mean (Poisson=1)
CV (ISI):
std/mean ISI (regular<1, Poisson=1, burst>1)
Raster:
each row = one neuron, dots = spikes.