Patent ID: 9098801
Filing Date: 2015-08-04
Classification: G06N

Abstract:
1. A time series classifying memory comprising: an enumerated group of synapses, each synapse of the group having a junction including pre-synaptic emitters communicating with post synaptic receptors, a single pathway being input to each synapse of the group, and when innervated, stimulating the junctions, each successive synapse having successively more post synaptic receptors according to a fixed ratio; at each junction, quanta of neurotransmitter being emitted from the emitters, said neurotransmitter quanta binding with available said post synaptic receptors; means for changing said each junction to a refractory state when all said post synaptic receptors at said each junction have been bound; during a training mode, means for marking a synapse adjacent to a last said each said junction gone refractory with a training symbol, said training symbol representing a Long Term Potentiation (LTP) of said adjacent synapse; during a live mode, means for marking a synapse adjacent to a last said each said junction gone refractory with a live symbol, said live symbol representing a Short Term Potentiation (STP) of said adjacent synapse; means for performing for each said group an additive correlation operation between said training symbol and said live symbol; and wherein upon successful additive correlation of the training symbol with the live symbol for each said group, said input is classified.