Abstract: The present application discloses an information processing method, a task execution method, an apparatus, a device and a medium. The method includes: processing, through a target visual encoding model in a target analysis model, obtained image information to be analyzed, to obtain a corresponding target sequence; fusing, through a target feature fusion model in the target analysis model, the target sequence and obtained text information to be analyzed, to obtain a target fusion result; processing the target fusion result through a target task analysis model in the target analysis model to obtain target task information; and controlling the action execution apparatus to perform an action corresponding to the target task information. The target analysis model is obtained by training an initial analysis model and the initial analysis model comprises an initial visual encoding model and an initial feature fusion model.

Abstract: Gastric residence systems for administration of risperidone are disclosed. Features which enhance gastric retention during the desired residence time and which allow for more precise control over residence time are disclosed, including circumferential filaments connecting the arms of a stellate gastric residence system; improved time-dependent and enteric disintegrating matrices (linkers); and release rate-modulating polymer coatings which are resistant to change in release rate properties during heat-assisted assembly or thermal cycling. Combinations of these features are also disclosed.

Abstract: Gastric residence systems for administration of agents, such as drugs, are disclosed. Features which enhance gastric retention during the desired residence time and which allow for more precise control over residence time are disclosed, including circumferential filaments connecting the arms of a stellate gastric residence system; flexible arms for a gastric residence system; improved time-dependent and enteric disintegrating matrices (linkers); and release rate-modulating polymer coatings which are resistant to change in release rate properties during heat-assisted assembly or thermal cycling. Combinations of these features are also disclosed.

Abstract: An automated cell culture system includes a cell culture reactor including a housing; a fluidic circuit for cell culture media, the fluidic circuit disposed in an interior of the housing. The fluidic circuit includes a culture vessel for culturing cells in the cell culture media, a reservoir for the cell culture media, the reservoir fluidically connected to the culture vessel, and a pump configured to pump the cell culture media in the fluidic circuit. The automated cell culture system includes one or more sensors disposed in the interior of the housing, each sensor configured to detect a parameter of one or more of (1) the cell culture media in the fluidic circuit and (2) an environment in the interior of the housing; and a computing device configured to automatically control operation of the cell culture reactor based on one or more of the detected parameters.