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

Claim 9:
10. A system comprising:
a memory; and
one or more processors coupled to the memory, wherein the one or more processors are configured to perform a method for power saving and encryption during analysis of media captured by an information capture device using a partitioned neural network, the method comprising:
replicating 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;
selecting k layers to execute on the information capture device, wherein k is selected by based at least in part on a charge-level of a power source of the information capture device;
in response to captured data being input to be processed, partially processing the captured data by executing the first k layers using the replicated ANN; and
transmitting 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.