Abstract: A method and an apparatus for screen display are provided. The method is adapted to an electronic apparatus including a processor and a memory. The method includes the following steps: installing a virtual display card driver; making one or more network connections with one or more selected apparatuses in an adjacent area; creating one or more virtual screens corresponding to the one or more selected apparatuses through the virtual display card driver; encoding one or more pictures of the one or more virtual screens to generate one or more encoded videos; and transmitting the one or more encoded videos to the corresponding one or more selected apparatuses respectively through the one or more network connections, to display the one or more pictures of the corresponding one or more virtual screens on one or more screens of the one or more selected apparatuses respectively.

Abstract: A method and an apparatus for screen display are provided. The method is adapted to an electronic apparatus including a processor and a memory. The method includes the following steps: installing a virtual display card driver; making one or more network connections with one or more selected apparatuses in an adjacent area; creating one or more virtual screens corresponding to the one or more selected apparatuses through the virtual display card driver; encoding one or more pictures of the one or more virtual screens to generate one or more encoded videos; and transmitting the one or more encoded videos to the corresponding one or more selected apparatuses respectively through the one or more network connections, to display the one or more pictures of the corresponding one or more virtual screens on one or more screens of the one or more selected apparatuses respectively.

Abstract: A computerized method identifies an input and kernel similarity in binarized neural network (BNN) across different applications as they are being processed by processors such as a GPU. The input and kernel similarity in BNN across different applications are analyzed to reduce computation redundancy to accelerate BNN inference. A computer-executable instructions stored thereon an on-chip arrangement receives a first data value for a data source for processing by the BNN at an inference phase. The computer-executable instructions further receives a second data value for the data source for processing by the BNN at the inference phase. The first data value is processed bitwise operations. A difference between the first data value and the second data value is calculated. The difference is stored in the on-chip arrangement. The computer-executable instructions applies the bitwise operations to the stored difference.

Abstract: A method of switching between multiple operating systems of a computer system includes the following steps. Firstly, the computer system is in an environment of a first operating system. Then, a system management interrupt is triggered to allow the computer system to enter a system management mode, and a controlling authority of the computer system is transferred from the first operating system to a basic input output system. Then, a backup of a first environmental parameter of the first operating system is created. If the second environmental parameter is not included in the computer system, a second operating system is loaded in a normal mode. On the other hand, if the second environmental parameter is included in the computer system, the second operating system is booted according to the second environmental parameter.

Abstract: A method of switching between multiple operating systems of a computer system includes the following steps. Firstly, the computer system is in an environment of a first operating system. Then, a system management interrupt is triggered to allow the computer system to enter a system management mode, and a controlling authority of the computer system is transferred from the first operating system to a basic input output system. Then, a backup of a first environmental parameter of the first operating system is created. If the second environmental parameter is not included in the computer system, a second operating system is loaded in a normal mode. On the other hand, if the second environmental parameter is included in the computer system, the second operating system is booted according to the second environmental parameter.

Abstract: A method for automatically switching power states is disclosed. According to the method, when an electronic apparatus is in a power-saving state and a waking up time is reached, the electronic apparatus is switched into a working state, and when an executing time is reached, the electronic apparatus automatically executes an assigned function. After completing the assigned function, the electronic apparatus is switched back into the power-saving state for energy-saving purpose.

Abstract: A method for automatically switching power states is disclosed. According to the method, when an electronic apparatus is in a power-saving state and a waking up time is reached, the electronic apparatus is switched into a working state, and when an executing time is reached, the electronic apparatus automatically executes an assigned function. After completing the assigned function, the electronic apparatus is switched back into the power-saving state for energy-saving purpose.

Abstract: A portable computer with a speech recognition function and the method for processing a speech command thereof is disclosed. In the method of a speech command, the speech command has Y command character strings, wherein Y is a positive integer and which is greater than or equal to one. The method includes a step: providing a plurality of speech recognition databases and loading a corresponding speech recognition database responding to execute the X-th command string of the speech command, wherein X is a positive integer and is greater than or equal to one and is less than or equal to N. When the string corresponding to the X-th command character string is found in the loaded speech recognition database, an operation designated by the X-th command string is executed, and when X is not equal to Y, one is added to X.