Neural network system and operating method of neural network system
AssigneeSamsung Electronics Co., Ltd.
InventorSEUNG-SOO YANG
Life of this patent
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Abstract
A neural network system is configured to perform a parallel-processing operation. The neural network system includes a first processor configured to generate a plurality of first outputs by performing a first computation based on a first algorithm on input data, a memory storing a first program configured to determine a computing parameter in an adaptive manner based on at least one of a computing load and a computing capability of the neural network system; and a second processor configured to perform the parallel-processing operation to perform a second computation based on a second algorithm on at least two first outputs from among the plurality of first outputs, based on the computing parameter.
Claims20
A neural network system configured to perform a parallel-processing operation, the neural network system comprising:
- a first processor configured to generate a plurality of first outputs by performing a first computation based on a first algorithm on input data,
- a memory storing a first program configured to determine a computing parameter in an adaptive manner based on at least one of a computing load and a computing capability of the neural network system;
- and
- a second processor configured to perform the parallel-processing operation to perform a second computation based on a second algorithm on at least two first outputs from among the plurality of first outputs, based on the computing parameter.
A method of operating a neural network system comprising a computing device for performing a hybrid computation, the method comprising:
- performing, by the computing device, a first computation on a first input for generating a plurality of first outputs;
- determining, by the computing device, a computing parameter based on computing information of the system;
- determining, by the computing device, N candidates from the first outputs based on the computing parameter, where N>=2;
- and
- performing, by the computing device, a second computation on the N candidates by performing a parallel-processing operation on the N candidates using a neural network model.
16-22. (canceled)
A neural network system for processing image data to determine an object, the system comprising:
- an image sensor configured to capture an image;
- a video recognition accelerator to extract regions of interest from the image to generate a plurality of candidate images;
- and
- a processor performing a parallel-processing operation on a subset of the candidate images using a neural network model to generate computation results indicating whether the object is present.
Dependencies are inferred from the claim text.