Patent ID: 11907834
Assignee: DEEPMENTOR INC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 33:
34. The computer system of claim 17, wherein:
the data-recognition model includes a hidden layer set including a plurality of hidden layers that are connected in series, each of the plurality of hidden layers including a plurality of neurons, each of the neurons having a weight matrix containing a plurality of weights respectively for a plurality of multiplication operations; and
said processor (2) includes a layout module (45) that is programmed to perform the steps of:
L) categorizing the plurality of neurons into a plurality of groups, wherein each of the groups includes one representative neuron, and for each neuron included in one of the groups, the weights in the weight matrix of the neuron satisfy a predetermined criterion with reference to the representative neuron of said one of the groups;
M) generating, for each of the groups, a common circuit data set representing a plurality of logic circuits that correspond respectively to the multiplication operations of the weights of the representative neuron of the group; and
N) generating, for each of the groups, a layout for the logic circuits represented by the common circuit data set.