Seismic

Supplemental materials for the article “Can spiking neural networks predict earthquakes?"

Nikola Kasabov, Reggio Hartono

Short article on our research

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.

Cube Training

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.

Cube training one sample

The cube trained on a single earthquake in Christchurch area, from 5 days before and up to 1 hour before the actual event.

Download the experiment dataset & parameters