Spiking Neural Networks

• models spike-based transmissions between neurons
• special (neuromorphic) hardware
• time-continuous
  • timing of spikes and the temporal patterns of their occurrences play a crucial role in information processing
• very power efficient
  • processing information only when there is a change in the input (spike) or the internal state of the network
• motivation video (55min): link
• training, hardware video (77min) link

• exhaustive article link

• hard-to-train
• hard-to-scale
• hard-to-interpret