Patent ID: 11934946
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 20:
21. A computer program product for memorizing data signals in a spiking neural network, said computer program product comprising a computer readable storage medium having program instructions embodied therein, the program instructions being executable by a computing apparatus to cause the computing apparatus, for each data signal, to:
supply metadata relating to the data signal to a machine learning model trained to generate an output signal, indicating a relevance class for a data signal, from input metadata for that data signal;
iteratively supply the data signal to a sub-assembly of neurons, interconnected via synaptic weights, of a spiking neural network and train said synaptic weights to memorize the data signal in said sub-assembly; and
assign neurons of said network to the sub-assembly based on the relevance class via a dependence on the output signal of said model such that more relevant data signals are memorized by larger sub-assemblies.