Abstract: A method and an electronic device of updating a neural network model are provided. The method includes the following steps. The neural network model is received. The neural network model includes a first neuron and a second neuron. The training data is input to the first neuron to output a first estimated value from the second neuron. A first weight of the first neuron is quantized to generate a third neuron, and a second weight of the second neuron is quantized to generate a fourth neuron. The training data is input to the third neuron to output a second estimated value from the fourth neuron. A first activation function of the first neuron and a second activation function of the second neuron are updated according to the first estimated value and the second estimated value, thereby generating the updated neural network model. The updated neural network model is output.

Abstract: Apparatus, systems, and methods for data movement in a memory device are described. In one embodiment, a memory controller comprises logic to move a row of data from a first row of a memory in a first section of a memory device to a second row of memory in a second section of the memory device without passing the data through a communication interface. Other embodiments are also disclosed and claimed.

Abstract: A keyboard module adapted to be used in an electronic device. The electronic device has a casing. The casing has a containing opening. The keyboard module contained in the containing opening includes a bottom plate, an elastic component, a cover and a key cap disposed on the elastic component. The bottom plate disposed within the casing has a circuit. The elastic component is disposed on the bottom plate or the circuit. The cover movably disposed in the containing opening is located above the bottom plate. The cover has an opening aligned to the elastic component. A portion of the key cap protrudes from the opening. Another portion of the key cap interferes with the opening, such that the key cap resists elasticity of the elastic component and moves to shorten a distance between the key cap and the bottom plate when the cover moves toward the bottom plate.

Abstract: A transceiver system having a phase and frequency locked architecture is described. The transceiver system includes a clock and data recovery type receiver, a frequency divider and a transmitter. The clock and data recovery type receiver receives an external signal from a host unit and extracts the external signal to generate a clock signal and a data signal. The frequency divider is used to divide the frequency of the clock signal for generating a reference clock signal. The transmitter transmits output data content based on the reference clock signal.

Abstract: A method and apparatus for performing clock extraction are provided. The method includes: performing edge analysis on a Training Sequence Equalization (TSEQ) pattern carried by a set of received signals that are received from a Universal Serial Bus (USB) port of an electronic device, to dynamically generate a plurality of analysis results; and performing frequency calibration on a frequency of an output clock of a Numerically Controlled Oscillator (NCO) according to a frequency that different types of analysis results within the plurality of analysis results alternatively occur, to utilize the output clock as a reference clock after completing the frequency calibration. More particularly, the method further includes: generating a set of de-multiplexed signals respectively corresponding to a plurality of bits, to perform the edge analysis by comparing respective voltage levels of de-multiplexed signals corresponding to every two adjacent bits of the plurality of bits within the set of de-multiplexed signals.

Abstract: Apparatus, systems, and methods for data movement in a memory device are described. In one embodiment, a memory controller comprises logic to move a row of data from a first row of a memory in a first section of a memory device to a second row of memory in a second section of the memory device without passing the data through a communication interface. Other embodiments are also disclosed and claimed.

Abstract: A keyboard module adapted to be used in an electronic device. The electronic device has a casing. The casing has a containing opening. The keyboard module contained in the containing opening includes a bottom plate, an elastic component, a cover and a key cap disposed on the elastic component. The bottom plate disposed within the casing has a circuit. The elastic component is disposed on the bottom plate or the circuit. The cover movably disposed in the containing opening is located above the bottom plate. The cover has an opening aligned to the elastic component. A portion of the key cap protrudes from the opening Another portion of the key cap interferes with the opening, such that the key cap resists elasticity of the elastic component and moves to shorten a distance between the key cap and the bottom plate when the cover moves toward the bottom plate.

Abstract: A frame assembly for installing panel modules with different dimensions is disclosed. The frame assembly includes a first frame and a second frame. The first frame has a first fixing structure formed thereon and a first sliding structure in an axis direction. The second frame has a second fixing structure formed thereon and a second sliding structure in the axis direction. The second sliding structure is slidably engaged with the first sliding structure. The first fixing structure and the second fixing structure are fixed on a side of a first panel module or on a side of a second panel module when the second frame slides relative to the first frame in the axis direction to a first position or to a second position.

Abstract: A water gathering cover has a water gathering element, multiple hole sets and multiple mounting sleeves. Because a cover of a water purification unit and the water gathering element are integrated, the assembling of the water purification device is simplified as follows. A filter cartridge of the water purification unit is mounted in one of the hole sets after being aligned with the hole set. A casing of the water purification unit is mounted around the filter cartridge and is mounted securely to a corresponding mounting sleeve. Then the assembling of the water purification device is completed. As a result, the water gathering cover comprises fewer components, which simplifies the assembling of the water purification device and lowers the cost. Besides, the assembling of the water purification device only needs one round of aligning process.

Abstract: A transceiver system having a phase and frequency locked architecture is described. The transceiver system includes a clock and data recovery type receiver, a frequency divider and a transmitter. The clock and data recovery type receiver receives an external signal from a host unit and extracts the external signal to generate a clock signal and a data signal. The frequency divider is used to divide the frequency of the clock signal for generating a reference clock signal. The transmitter transmits output data content based on the reference clock signal.

Abstract: The present invention discloses a start-up circuit for a motor driving IC. The activation circuit includes a determination unit, for generating a determination result indicating an operating mode of the motor driving IC according to an external pulse width modulation signal, and an output unit, for outputting an activation signal according to the determination result and a pulse width modulation activation signal. A duty of the pulse width modulation activation signal is greater than a duty of the external pulse width modulation signal.

Abstract: A transceiver system having a phase and frequency locked architecture is described. The transceiver system includes a clock and data recovery type receiver, a frequency divider and a transmitter. The clock and data recovery type receiver receives an external signal from a host unit and extracts the external signal to generate a clock signal and a data signal. The frequency divider is used to divide the frequency of the clock signal for generating a reference clock signal. The transmitter transmits output data content based on the reference clock signal.

Abstract: A method and apparatus for performing clock extraction are provided. The method includes: performing edge analysis on a Training Sequence Equalization (TSEQ) pattern carried by a set of received signals that are received from a Universal Serial Bus (USB) port of an electronic device, to dynamically generate a plurality of analysis results; and performing frequency calibration on a frequency of an output clock of a Numerically Controlled Oscillator (NCO) according to a frequency that different types of analysis results within the plurality of analysis results alternatively occur, to utilize the output clock as a reference clock after completing the frequency calibration. More particularly, the method further includes: generating a set of de-multiplexed signals respectively corresponding to a plurality of bits, to perform the edge analysis by comparing respective voltage levels of de-multiplexed signals corresponding to every two adjacent bits of the plurality of bits within the set of de-multiplexed signals.

Abstract: An expandable modular ultra pure water machine has a shell, a water manifold integration device, a control module, at least one water tank and multiple water treating modules. The water manifold integration device, the control module and the water treating modules are mounted in the shell. The control module actuates the machine and controls the water flow in the water manifold integration device. The water treating modules are connected to the water manifold integration device via connectors so that the amount of them are variable to perform different functions.

Abstract: A clock-synchronized method for universal serial bus (USB) is described. The method includes the following steps of: (a) a transmitter sends a periodic signal to a host unit during a first time interval; (b) the host unit transmits a first equalization training sequence signal to a receiver during a second time interval to train the receiver and the transmitter continuously sends the periodic signal to the host unit; (c) a clock and data recovery device extracts the first equalization training sequence signal during the second time interval to generate a extracted clock signal and a data signal; and (d) the transmitter sends a second equalization training sequence signal to the host unit based on the extracted clock signal during the third time interval to train the host unit and the receiver and the transmitter commonly utilize the extracted clock signal as a reference clock.

Abstract: A stackable modular ultra pure water machine has at least one water tank module, at least one terminal processing module, at least one purification module, at least one water outlet module and a control module that connected together in a stack. The control module has an LED display and a faceplate. Therefore, it is convenient to add or remove modules with different functions to form a customizable ultra pure water machine.

Abstract: A multi-purpose water filter cartridge assembly has two sets of manifold holes formed in a top of a manifold integration board. Each set of manifold holes is composed of an inlet, a first outlet and a second outlet. The first outlet of the first set of manifold holes communicates with the inlet of the second set of manifold holes. The manifold integration board further has four sets of cartridge connection holes formed in a bottom thereof and each set is composed of a first inlet, a second inlet and an outlet. The first and second inlets of two sets of the four sets of cartridge connection holes respectively communicate with the first and second outlets of the first set of manifold holes. The inlets of the two sets of cartridge connection holes respectively communicate with the outlets of the first set of manifold holes.

Abstract: A smart card suitable for receiving data and electric power from a far-end reader/writer wirelessly is provided. The smart card includes a main body, an e-paper, an e-paper driver, a RFID tag chip and a receiving unit. The e-paper is disposed at the main body. The e-paper driver is disposed at the main body and electrically connected to the e-paper. The RFID tag chip is disposed at the main body and electrically connected to the e-paper driver. The receiving unit is disposed at the main body and electrically connected to the e-paper driver and the RFID tag chip. The receiving unit receives the data and the electric power wirelessly for transferring the electric power to the e-paper driver and transferring the data to the e-paper driver through the RFID tag chip. The e-paper driver drives the e-paper to display information by the data and the electric power.

Abstract: A frame assembly for installing panel modules with different dimensions is disclosed. The frame assembly includes a first frame and a second frame. The first frame has a first fixing structure formed thereon and a first sliding structure in an axis direction. The second frame has a second fixing structure formed thereon and a second sliding structure in the axis direction. The second sliding structure is slidably engaged with the first sliding structure. The first fixing structure and the second fixing structure are fixed on a side of a first panel module or on a side of a second panel module when the second frame slides relative to the first frame in the axis direction to a first position or to a second position.

Abstract: The present invention discloses a start-up circuit for a motor driving IC. The activation circuit includes a determination unit, for generating a determination result indicating an operating mode of the motor driving IC according to an external pulse width modulation signal, and an output unit, for outputting an activation signal according to the determination result and a pulse width modulation activation signal. A duty of the pulse width modulation activation signal is greater than a duty of the external pulse width modulation signal.