Abstract: A neural network operation method includes: receiving an input vector sequence including a plurality of channels; performing a first convolution operation on a first input vector of the input vector sequence; and performing a second convolution operation on a second input vector of the input vector sequence that is adjacent to the first input vector in a channel direction.

Abstract: A neural network operation method includes: receiving an input vector sequence including a plurality of channels; performing a first convolution operation on a first input vector of the input vector sequence; and performing a second convolution operation on a second input vector of the input vector sequence that is adjacent to the first input vector in a channel direction.

Abstract: An actuator for adjusting a seat includes a motor, a gear-box, and an output member. The gear-box includes a casing accommodating a two stage gear train connecting the motor to the output member. The gear train has a first and second transmission mechanisms. The first transmission mechanism includes a worm on a shaft of the motor, and a worm wheel meshed with the worm. The second transmission mechanism is a movable teeth gear transmission mechanism and has an eccentric wheel that rotates with the worm wheel, an internally toothed ring gear fixed to the casing, a fluted disc with radial grooves formed in its outer periphery, and rollers mounted in the radial grooves. The eccentric wheel drives the rollers to mesh with the ring gear to rotate the fluted disc, to drive the output member.

Abstract: An actuator for adjusting a seat includes a motor, a gear-box, and an output member. The gear-box includes a casing accommodating a two stage gear train connecting the motor to the output member. The gear train has a first and second transmission mechanisms. The first transmission mechanism includes a worm on a shaft of the motor, and a worm wheel meshed with the worm. The second transmission mechanism is a movable teeth gear transmission mechanism and has an eccentric wheel that rotates with the worm wheel, an internally toothed ring gear fixed to the casing, a fluted disc with radial grooves formed in its outer periphery, and rollers mounted in the radial grooves. The eccentric wheel drives the rollers to mesh with the ring gear to rotate the fluted disc, to drive the output member.

Abstract: A dishwasher includes a cabinet defining a washing chamber, a door for closing an opening of the washing chamber and a fan for exhausting moist air from the washing chamber. The fan is arranged between an outer wall and an inner wall of the door, in fluid communication with the washing chamber via at least one vent hole formed in the inner wall, and includes a housing with an inlet and an outlet, an impeller in the housing and an electric motor for driving the impeller. The fan is arranged such that an axial direction of the motor is perpendicular to the inner wall. A flange is formed at an edge of the inlet to restrict water from entering the housing.

Abstract: A suspension bracket for mounting a suspension fan having a fan motor including a motor shaft having an upper end with an enlarged support. The bracket includes a body for fixing on a ceiling, and a mount connected below the body and including a substantially horizontal aperture for engaging the support. The aperture has a side opening for accommodating the motor shaft and allowing the support to be moved laterally to the aperture. The bracket includes a fixing plate for closing the side opening of the aperture to retain the support in with the mount in the aperture.

Abstract: A suspension bracket (10) for mounting a suspension fan having a fan motor (20) including a motor shaft (21) having an upper end provided with an enlarged support (22). The bracket (10) comprises a body (1) for fixing on a ceiling, and a mount (2) connected below the body (1) and formed with a substantially horizontal aperture (5) for engaging the support (22). The aperture (5) has a side opening (6) for accommodating the motor shaft (21) to allow the support (22) to be moved laterally to the aperture (5). The bracket (10 ) includes a fixing plate (3) for subsequently closing the side opening (6) of the aperture (5) to retain the support (22) in engagement by the aperture (5).