Abstract: An Image Activated Cell Sorting (IACS) classification workflow includes: employing a neural network-based feature encoder (or extractor) to extract features of cell images; automatically clustering cells based on extracted cell features; identifying a cluster to pick which cluster(s) to sort based on the cell images; fine-tuning a classification network based on the cluster(s) selected; and once refined, the classification network is used to sort cells for real-time live sorting.

Abstract: The present disclosure illustrates a silicone concentric electrode and applies to electrical stimulation. The electrode includes at least a silicone electrode sheet and two wires. The silicone electrode sheet has a non-conductive rubber that separates the positive electrode and the negative electrode, and the negative electrode and the positive electrode will be connected to each wire respectively.

Abstract: A corner joint of a frame for fixing a solar panel disposed between two adjacent frame pieces of the frame includes an L shaped member and a sheath. Two ends of the L shaped member separately extend to one corresponding frame piece of the two adjacent frame pieces to form an extending arm plugged into a latching slot defined in an end of the corresponding frame piece. The L shaped member further includes a bending portion defining a mortise extending to the extending arm. The sheath includes two adjacent joint surfaces for abutting the two adjacent frame pieces. The sheath defines an upper receiving space and a lower receiving space therein. The upper receiving space and the lower receiving space are separately exposed from the joint surfaces. The upper receiving space and the lower receiving space are configured for receiving a corner of the solar panel and the bending portion, respectively.

Abstract: A SIM card securing mechanism applied to a casing of a mobile phone is provided. The SIM card securing mechanism includes a SIM card holder used for carrying a SIM card, a restoring element, an elastic element, and a tenon structure. One end of the SIM card holder is connected to the casing, and the other end thereof has a first blocker. The SIM card holder may be rotated to be held in the casing or be exposed from a recess. One end of the elastic element is fixed on the casing. One end of the tenon structure is connected to the elastic element, and the other end thereof has a second blocker. The SIM card holder is rotated to allow the first blocker to be fastened with the second blocker via the resilience of the elastic element, and the SIM card holder may be held in the casing.

Abstract: A remote controller includes an input module including an input panel and a controller coupled to the input panel for generating coordinate information of the input panel. The remote controller further includes a data transmission interface for transmitting data to an electronic appliance, a microphone for transforming sound waves into audio signals, a speaker for transforming audio signals into sound waves, an image capturing module for capturing and converting image of a user to image signals, an image display module for converting image signals of a remote user received to an image, and a control unit coupled to the input module, the data transmission interface, the microphone, and the speaker, for controlling the data transmission interface to transmit audio or images signals and data corresponding to the coordinate information generated by the controller to the electronic appliance.

Abstract: A SIM card securing mechanism applied to a casing of a mobile phone is provided. The SIM card securing mechanism includes a SIM card holder used for carrying a SIM card, a restoring element, an elastic element, and a tenon structure. One end of the SIM card holder is connected to the casing, and the other end thereof has a first blocker. The SIM card holder may be rotated to be held in the casing or be exposed from a recess. One end of the elastic element is fixed on the casing. One end of the tenon structure is connected to the elastic element, and the other end thereof has a second blocker. The SIM card holder is rotated to allow the first blocker to be fastened with the second blocker via the resilience of the elastic element, and the SIM card holder may be held in the casing.

Abstract: A remote controller includes an input module including an input panel and a controller coupled to the input panel for generating coordinate information of the input panel. The remote controller further includes a data transmission interface for transmitting data to an electronic appliance, a microphone for transforming sound waves into audio signals, a speaker for transforming audio signals into sound waves, an image capturing module for capturing and converting image of a user to image signals, an image display module for converting image signals of a remote user received to an image, and a control unit coupled to the input module, the data transmission interface, the microphone, and the speaker, for controlling the data transmission interface to transmit audio or images signals and data corresponding to the coordinate information generated by the controller to the electronic appliance.