Electronic apparatus and control method thereof
AssigneeSamsung Electronics Co., Ltd.
InventorGrzegorz Pawel GRZESIAK
Life of this patent
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Abstract
An electronic apparatus includes a memory storing an artificial intelligence model and at least one processor configured to identify a first activation function used in at least one layer of the artificial intelligence model, obtain a second activation function by adding a first periodic function corresponding to a first time interval to the first activation function, apply the second activation function to an output layer during the first time interval, obtain a third activation function by adding a second periodic function corresponding to a second time interval to the first activation function, and update the artificial intelligence model by applying the third activation function to the output layer during the second time interval.
Claims19
An electronic apparatus, comprising:
- a memory storing an artificial intelligence model;
- and
- at least one processor configured to:
- identify a first activation function used in at least one layer of the artificial intelligence model,
- obtain a second activation function by adding a first periodic function corresponding to a first time interval to the first activation function,
- apply the second activation function to an output layer during the first time interval,
- obtain a third activation function by adding a second periodic function corresponding to a second time interval to the first activation function, and
- update the artificial intelligence model by applying the third activation function to the output layer during the second time interval.
A control method of an electronic apparatus, the method comprising:
- identifying a first activation function used in at least one layer of an artificial intelligence model;
- obtaining a second activation function by adding a first periodic function corresponding to a first time interval to the first activation function;
- applying the second activation function to an output layer during the first time interval;
- obtaining a third activation function by adding a second periodic function corresponding to a second time interval to the first activation function;
- and
- updating the artificial intelligence model by applying the third activation function to the output layer during the second time interval.
A non-transitory computer-readable storage medium storing instructions that, when executed by a processor of an electronic apparatus, cause the processor to:
- identify a first activation function used in at least one layer of an artificial intelligence model;
- obtain a second activation function by adding a first periodic function corresponding to a first time interval to the first activation function;
- apply the second activation function to an output layer during the first time interval;
- obtain a third activation function by adding a second periodic function corresponding to a second time interval to the first activation function;
- and
- update the artificial intelligence model by applying the third activation function to the output layer during the second time interval.
Dependencies are inferred from the claim text.