Abstract: A classification system and a classification method of the autoantibody immunofluorescence image are disclosed. The system includes an input device, a processor and an output device. The plurality of cell immunofluorescence images and the corresponded extractable nuclear antigen results are input through the input device. The processor conducts a plurality of convolution neural network calculation and output the classification based on the extractable nuclear antigen results, so as to obtain an extractable nuclear antigen classification model. When the autoantibody immunofluorescence image is input by the input device, the corresponded classification of the extractable nuclear antigen can be predicted. The classification result is output through the output device.

Abstract: A pattern recognition method of the immunofluorescence images of autoantibody identification is disclosed. The method includes the following steps: inputting a plurality of original cell immunofluorescence images; conducting an operation of a plurality of convolutional neural networks by a processor, the plurality of convolutional neural networks include a convolution layer, a pooling layer and an inception layer for capturing the plurality of convolution features; conducting a judgment process to obtain the proportions of the antinuclear antibodies morphological patterns; and outputting the recognition results.

Abstract: A locking device includes a first side plate and a first driven screw. The first side plate includes a first moving track with a first driving member extending along the first moving track and a first driven screw includes a first threaded rod; and a first follower mounted to an end of the first threaded rod and coupling with the first driving member. When the first driven screw moves along the first moving track, the first follower is driven to rotate by the first driving member, thereby driving the first threaded rod to rotate along a locking direction or an unlocking direction. An enclosure is further disclosed.

Abstract: A method for transmitting continuous data from a transmitter includes sensing a continuous touch trace on the touch device of the transmitter, generating touch data of the continuous touch trace according to sensing time, generating an initial point frame and a stroke frame according to the touch data of the continuous touch trace, transmitting the initial point frame and the stroke frame to a receiver. The initial point frame includes a first initial tag, coordinates of an initial point, and a terminating tag. The stroke frame includes a second initial tag, a plurality of offset data frames, and a total number of the offset data frames. Each offset data frame includes a horizontal offset value relative to a previous horizontal coordinate and a vertical offset value relative to a previous vertical coordinate.

Abstract: A mounting apparatus for mounting a display or other unit and providing assisted motion when adjusting the height of the display is included in an electronic device. The mounting apparatus includes first frame, pushing member, and slidable connecting unit. The connecting unit includes a second frame and a rotatable pivot pin corresponding to the pushing member. When the connecting unit is moved along a predetermined adjusting direction, the first elastic member restores, and the rotating pivot pin deforms the second elastic member. The connecting unit stops at a position, itself adjustable, where respective restoring forces of the first elastic member and the second elastic member are balanced.

Abstract: In one embodiment, a sensor network is attached to a structure and employed to detect and analyze load changes such as impacts from projectiles. An analyzer coupled to the sensors can determine where on the structure the projectile impacted. Coupled with information on the origin point of the projectile, i.e. where it was fired from, the analyzer can then estimate the trajectory of the projectile. The analyzer can also determine whether the projectile passed through the structure and, if so, can extrapolate the estimated trajectory to determine an estimation of whether the projectile has also impacted an object behind the structure.

Abstract: A method of battery state monitoring includes: (1) providing a battery cell and at least one ultrasonic actuator and at least one ultrasonic sensor mounted to the battery cell; (2) using the ultrasonic actuator, generating a guided wave that propagates in-plane of the battery cell; (3) using the ultrasonic sensor, receiving an arriving wave corresponding to the guided wave; and (4) determining a state of the battery cell based on the arriving wave.

Abstract: A device to handle and manage a heavy screen includes a supporting module, a connecting module, two first resilient members, and two second resilient members. The connecting module includes a mounting rod provided with a pulling rod at a middle portion, and two pivot rods rotatably installed on one end far away from the mounting rod of the pulling rod. Each first resilient member is connected to an end of the top plate, and each second resilient member is connected to an end of the bottom plate and one end of a pivot rod. The two first resilient members are stretched when screen is pulled down, and each pivot rod rotates relative to the pulling rod to pull the two second resilient members when screen is lifted. The screen is effectively weightless, enabling static positioning of the screen.

Abstract: The mat of the present invention includes a main body integrally formed by a plastic material. The main body at least has a first surface and a second surface adjacent to the first face. The first face and the second face have different surface physical characteristics. The first surface and the second surface are shaped into a third surface and a fourth surface respectively. The third surface and the fourth surface have a substantially same surface physical characteristic. An angle between the third surface and the fourth surface outside the main body is a specific value.

Abstract: A cushion is provided, including: a first recoverable layer, having a first flow passageway; a second recoverable layer, having a second flow passageway; a separation layer, located between the first and second recoverable layers, one of two ends of the separation layer having a passage, the first flow passageway, the passage and the second flow passageway forming a circulation flow passageway, the first and second recoverable layers being connected with the separation layer; a outer layer, encompassing and being connected with the first recoverable layer, the second recoverable layer and a side portion of the separation layer.

Abstract: Placement of structural health monitoring sensors within a coupled bearing assembly. An exemplary structural health monitoring system comprises first and second bearings configured for rotatable positioning along a structure, and a spacer positioned between the first and second bearings. The first and second bearings are placed against opposing sides of the spacer, and have a preload force engaging the respective first and second bearings against the opposing sides of the spacer. A plurality of sensors are coupled to the spacer so as to be positioned between the spacer and at least one of the first and second bearings, the sensors further coupled to at least one of the first and second bearings so as to be configured to monitor a structural health of the at least one of the first and second bearings.

Abstract: A keyboard apparatus including a key module and a detection circuit is provided. The key module includes a plurality of keys, a plurality of scan lines and a plurality of return lines. The scan lines and the return lines are crossed to each other and respectively coupled to the keys. The detection circuit detects a plurality of return voltages of the return lines and generates a plurality of detection signals accordingly so as to indicate that a switch of each of the keys is at an on state or at an off state. The detection circuit includes a plurality of P-type transistors. A first terminal of each P-type transistor is coupled to a ground terminal, a control terminal of each P-type transistor is directly coupled to a corresponding one of the return lines, and a second terminal of each P-type transistor generates and outputs one of the detection signals.

Abstract: A prosthesis socket vacuum device includes a base formed with a first chamber formed with a discharge channel and a vacuum relief channel and a second chamber provided, on an underside thereof, with a locking assembly, which includes a position-constraining block. A positioning assembly having sealing gaskets fit thereto includes a locking pin extending through a positioning member and formed with a recess. In setting the positioning assembly into the base, the positioning member compresses and expels internal air of the first chamber to the outside through the discharge channel in a soundless manner to form a vacuum condition. The locking pin drives the locking assembly to displace until the recess and a closure hole are fixed relative to each other so as to have the locking assembly closes the vacuum relief channel. A gap is provided between the closure hole and the recess to provide an effect of cushioning.

Abstract: A method to manufacture mat includes steps of: forming a main body from soft material wherein the main body at least has a top face; obliquely cutting or abrading the margin of the top face to form an inclined face, the top face being adjacent to the inclined face, the top face and the inclined face having an angle therebetween larger than 90 degrees but smaller than 180 degrees inside the main body, the inclined face having a larger roughness than that of the top face; adhering a covering layer continuously on the top face and the inclined face of the main body.

Abstract: A device to handle and manage a heavy screen includes a supporting module, a connecting module, two first resilient members, and two second resilient members. The connecting module includes a mounting rod provided with a pulling rod at a middle portion, and two pivot rods rotatably installed on one end far away from the mounting rod of the pulling rod. Each first resilient member is connected to an end of the top plate, and each second resilient member is connected to an end of the bottom plate and one end of a pivot rod. The two first resilient members are stretched when screen is pulled down, and each pivot rod rotates relative to the pulling rod to pull the two second resilient members when screen is lifted. The screen is effectively weightless, enabling static positioning of the screen.

Abstract: A cushion is provided, including: a first recoverable layer, having a first flow passageway; a second recoverable layer, having a second flow passageway; a separation layer, located between the first and second recoverable layers, one of two ends of the separation layer having a passage, the first flow passageway, the passage and the second flow passageway forming a circulation flow passageway, the first and second recoverable layers being connected with the separation layer; a outer layer, encompassing and being connected with the first recoverable layer, the second recoverable layer and a side portion of the separation layer.

Abstract: The present disclosure is directed to a method of fabricating a substrate structure and a substrate structure fabricated by the same method. The method would include forming a first metal layer directly on a base, forming a first protective layer directly on the first metal layer, forming a second protective layer by using a compound comprising a thiol group directly on the first protective layer, patterning the second protective layer to form a pattern having an opening exposing the first protective layer, and forming a second metal layer within the opening of the second protective layer and directly on the first protective layer. The substrate structure would include a base, a first metal layer, a first protective layer, a second protective layer, and a second metal layer.

Abstract: The hydraulic ankle joint includes a main member having a fluid supply chamber storing a hydraulic fluid, a first pressure regulating chamber, a second pressure regulating chamber, and a space connecting the chambers. The space houses an axle element rotatably joined to the main member. The main member is rotatably mounted on a U-shaped hinge seat. An extension piece is extended radially from the circumference of the axle element. A fluid block penetrates through the main member and into the space. The extension piece and the fluid block jointly partition the space into a front chamber and a back chamber. The first and second pressure regulating chambers adjust the back and front chambers' pressure so that impact from walking may be effectively buffered. The fluid supply chamber automatically refills hydraulic fluid into the front and back chambers so as to reduce user maintenance overhead.

Abstract: The mat of the present invention includes a main body integrally formed by a plastic material. The main body at least has a first surface and a second surface adjacent to the first face. The first face and the second face have different surface physical characteristics. The first surface and the second surface are shaped into a third surface and a fourth surface respectively. The third surface and the fourth surface have a substantially same surface physical characteristic. An angle between the third surface and the fourth surface outside the main body is a specific value.

Abstract: A MEMS apparatus includes a substrate, a cover disposed on the substrate, a movable mass disposed on the substrate, and an impact absorber disposed on the cover. The impact absorber includes a restraint, a stationary stopper disposed on a lower surface of the cover, a movable stopper, elastic elements connecting the restraint and the movable stopper, a supporting element connecting the restraint and the stationary stopper, and a space disposed between the stationary stopper and the movable stopper. The impact absorber is adapted to prevent the movable mass from impacting the cover. In addition, the supporting element may be made of an electrical insulation material to reduce electrostatic interaction between the movable mass and the movable stopper.