Supplemental materials for the article “Can spiking neural networks predict earthquakes?"
Nikola Kasabov, Reggio Hartono
Figures & Animations
These animations show the training of the reservoir cube in regards to the synaptic weight change of the connections between neurons over time. Blue line indicates a positive connection, red otherwise. The thicker the line is the stronger the weight of the synapse.
The cube trained on seismicity data from 52 sites across New Zealand, from 5 days before and up to 1 hour before historical large earthquakes in Canterbury region.
The cube trained on a single earthquake in Christchurch area, from 5 days before and up to 1 hour before the actual event.