Patent ID: 11861494
Assignee: INTEL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computing device comprising:
a network controller to communicate with one or more electronic devices that are to implement a neural network;
a graphics processor;
a central processing unit; and
a memory including a set of instructions, which when executed by one or more of the graphics processor or the central processing unit, cause the computing device to:
identify a cognitive space that is to be a compressed representation of training activations of the neural network;
execute, with the neural network, a process to generate an output based on an input, wherein the neural network is to generate a plurality of activations as part of the process, and wherein the plurality of activations has a first number of dimensions;
reduce the first number of dimensions of the plurality of activations to a second number of dimensions to obtain adjusted activations;
map the adjusted activations of the neural network to a cognitive initial point and a cognitive destination point in the cognitive space; and
generate a first cognitive trajectory through the cognitive space, wherein the first cognitive trajectory is to traverse the cognitive space from the cognitive initial point to the cognitive destination point.