1. A neural network including a plurality of neurons, each comprising non-linear amplifying means including input means and an output terminal, the output terminal of each being connected to the input means of other amplifying means of the plurality for supplying its output as an input to said other amplifying means, each of said neurons being characterized by the inclusion of capacitor means and switching means in said input means for storing an input signal for sampling and for weighting.