Why spike?

Encoding signals with spikes

  • discrete times
  • real value set
  • real times
  • discrete value set

vs

  • real times
  • real value set

by

Encode

sparse digital neurons

  • n neurons
  • random subset active with independent probability p
  • state

Lin.-Nonlin.-Poiss. (LNP) neurons

  • discrete times
  • real value set
  • real times
  • discrete value set

vs

  • real times
  • real value set

by

Encode

deterministic LNĀ  neurons

  • discrete times
  • real value set
  • real times
  • discrete value set

vs

  • real times
  • real value set

by

Encode

deck

By Johannes Leugering