METHODS FOR IDENTIFICATION USING DISTRIBUTED TEMPORAL NEURAL NETS - PRACTICAL CROWD SOURCED TEMPORAL NEURAL SYSTEM

摘要

A network of contributing and collecting temporal state-machine neurons, the state-machine neurons manifested as a physical machine deployed on a plurality of networked computing devices. The temporal neurons adapt their firing behavior based on the temporal pattern of their received inputs, the firings of contributing neurons. The temporal neurons fire based on received inputs received within a defined temporal period. In one example, the temporal position of the inputs are adjusted, based on earlier inputs received within the defined temporal period. In one example, the temporal positions of the inputs, the firings, are progressively adjusted so as to eventually align their firings occurring within the defined temporal window. A cluster of neurons is packaged into a data structure of information on neuron connections, the delay factors to adjust the temporal positions, defined temporal period, and firing threshold information, which becomes portable for transmission and use elsewhere.