Figure 11.

Schematic illustration of the learning phase for the SNN (see Figure 4) applied on the biological data (see Figure 2). Initially, the SNN is untrained for new input spikes (in the ES signal) and output neurons spike randomly. Due to online learning, different output neurons become gradually selective to certain input spike patterns.