ANOMALY DETECTION UTILIZING ENERGY FLOW NETWORKS

摘要

A fabric of cores can be configured to spontaneously organize internal structure that mirrors the spatial-temporal causal structure of the data stream that is injected into the fabric. The mechanism is that of a self-organizing energy dissipating structure such that the energetic source is the injected signals and the energetic sink is the collisions of signals in cores. An adaptive routing architecture is further possible such that energy is preferentially allocated in the direction of maximal energy sink. By measuring the energy dissipation rate, anomalies may be detected by comparing to a set threshold.