Patent ID: 11948059
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by one or more processors to cause the one or more processors to perform operations for power saving and encryption during analysis of media captured by an information capture device using a partitioned neural network, the operations comprising:
replicating, by the information capture device, an artificial neural network (ANN) from a computer server to the information capture device, wherein the ANN on the computer server and a replicated ANN on the information capture device, both, include M layers;
in response to captured data being input to be processed, selecting, by the information capture device, a first k layers to execute on the information capture device, and transmitting a value of k to the computer server;
in response to captured data being input to be processed, partially processing, by the information capture device, the captured data by executing a first k layers using the replicated ANN, wherein only the k layers are selected to execute on the information capture device; and
transmitting, by the information capture device, an output of the k-th layer to the computer server, which partially processes the captured data by executing the remainder of the M layers using the ANN and the output of the k-th layer,

wherein the value of k is selected by the information capture device based at least in part on a charge-level of a power source of the information capture device.