Abstract:
Disclosed are an electronic device including a memory and a processor, and a method for controlling same. The memory stores a pre-trained neural network model and training data. The processor obtains a first loss function based on a label corresponding to the training data and output data obtained by inputting the training data into the neural network model; obtains a size of a change amount of a weight of each of a plurality of layers included in the neural network model based on the first loss function, and trains the neural network model by updating a weight of at least one layer for which the magnitude of the change amount of the weight exceeds a first threshold value, while at least one other layer, among the plurality of layers, for which a size of the weight change amount does not exceed the first threshold value is not updated.
Abstract:
A method and an apparatus for performing a Uniform Resource Locator (URL) linkage function using a keypad that changes a screen to a mapped URL when a predetermined key is selected are provided. The method includes displaying the keypad that executes the URL linkage function, sensing a predetermined type of touch generated on a predetermined key existing in the keypad, displaying, in a pop-up menu, a URL item registered in advance on the key, in response to the predetermined type of touch, and changing a screen to a selected URL when a predetermined URL is selected in the pop-up menu.
Abstract:
A method and an apparatus for performing a Uniform Resource Locator (URL) linkage function using a keypad that changes a screen to a mapped URL when a predetermined key is selected are provided. The method includes displaying the keypad that executes the URL linkage function, sensing a predetermined type of touch generated on a predetermined key existing in the keypad, displaying, in a pop-up menu, a URL item registered in advance on the key, in response to the predetermined type of touch, and changing a screen to a selected URL when a predetermined URL is selected in the pop-up menu.
Abstract:
A method of providing a service using a keypad is provided. The method includes displaying a text box and a keypad on an executed screen, inputting a start identifier according to a selection of a smart conversion button of the keypad, inputting a command after the identifier, inputting a termination identifier after the command, performing an intelligent service according to the command when the termination identifier is inputted, and outputting a result according to the intelligent service in the text box.
Abstract:
A method and touch device for inputting a character are provided. The method includes displaying a first character when a touch interaction based on a user gesture is input to the certain character region; receiving a drawing interaction after the touch interaction while the touch interaction is maintained; displaying a first complete character generated by combining a second character according to the drawing interaction with the first character in a form of a preview; detecting a conversion interaction while the first completed character is displayed; displaying a second complete character generated by combining a third character according to the conversion interaction with the first character in the form of a preview; and processing the second complete character as a complete character when the user gesture is released while the second complete character is displayed.
Abstract:
A virtualized system is provided. The virtualized system includes: a memory device; a processor configured to provide a virtualization environment; a direct memory access device configured to perform a function of direct memory access to the memory device; and a memory management circuit configured to manage a core access of the processor to the memory device and a direct access of the direct memory access device to the memory device. The processor is further configured to provide: a plurality of guest operating systems that run independently from each other on a plurality of virtual machines of the virtualization environment; and a hypervisor configured to control the plurality of virtual machines in the virtualization environment and control the memory management circuit to block the direct access when a target guest operating system controlling the direct memory access device, among the plurality of guest operating systems is rebooted.