lansiz / memory

Synaptic strength converges to fixed point

This little demo is to illustrate the idea in this reddit post.

Requirements

Python3, numpy, matplotlib

Example

Stimulus x = 0.8

Synaptic plasticity function $f(xs)= 0.9xs+0.05$, whose fixed point is around $s=0.17857$