4 ms·

The big difference is that biological neurons emit binary outputs. Because of this, there’s no gradient and they can’t be trained by SGD.

• danharaj 8y ago
  There's phase and frequency information in neural spike trains.
• yorwba 8y ago
  But biological neurons are also stochastic, and the firing probabilities are continuous, so you can do SGD on them.