The invention discloses a full-
simulation time sequence prediction reserve
pool calculation
system based on a dispersion effect. The
system comprises a
light source array module, an input layer module, an all-optical reserve
pool layer module and a photoelectric
simulation readout layer module, the input layer module is used for receiving an external input
signal, converting the external input
signal into an electric modulation
signal and transmitting the electric modulation signal to the all-optical reserve
pool layer module; the all-optical reserve pool layer module loads a modulation signal to an optical signal, forms an optical pulse information sequence through short-term nonlinear
memory processing of
time sequence information, and transmits the optical pulse information sequence to the photoelectric analog readout layer module; and the photoelectric
simulation readout layer module is used for analyzing and reading information in the all-
optical storage layer module, obtaining a corresponding
weight value through weight training, and executing
linear regression operation to obtain an output result. The
pulse broadening effect caused by the dispersion device is utilized to realize the storage layer, the
linear regression operation of the photoelectric simulation readout layer is realized through the photoelectric simulation readout layer module, and the accuracy and the response speed of
time sequence prediction are improved.