Abstract: The present invention provides compounds of formula I or II: wherein X1, X3, R1, R2, R3, R4 and R5 are as described herein, as well as pharmaceutically acceptable salts thereof. Further the present invention is concerned with the manufacture of the compounds of formula I, pharmaceutical compositions comprising them and their use as medicaments.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network to perform any one or more of a variety of machine learning tasks. For example, the neural network can be configured as a generative neural network, e.g., an autoregressive generative neural network.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network to perform any one or more of a variety of machine learning tasks. For example, the neural network can be configured as a generative neural network, e.g., an autoregressive generative neural network.

Abstract: The application relates to a bag for transporting fragile objects, including a rigid or semi-rigid outer envelope delimiting an internal volume, partitioning elements for partitioning said internal volume, means for opening the envelope in order to access the internal volume, and means for linking to a carrier. The bag further includes a security device arranged so as to cooperate with the opening means.

Abstract: The emergency protective helmet includes a storage support worn about the neck, a series of curved elements mounted movable in rotation with the storage support worn about the neck and with each other at their ends so as to be able to switch between a first, functional deployed position, in which the curved elements form a protective structure, and a second, non-functional stowed position, in which the curved elements are housed in the storage support worn about the neck, the emergency protective helmet further including a compressed gas cartridge and a set of flexible tubes fluidically connected to the cartridge and connecting the curved elements to each other, the flexible tubes being arranged such that inflating the flexible tubes switches the curved elements from the second, stowed position to the first, deployed position.

Abstract: A method comprising, ascertaining and communicating, by a parking meter (102), presence of a vehicle in the parking space to a central server (104). Further, a session with a user device (112) of a user of the vehicle is established. Further, a parking validation message from the user device (112) is received. Further, a payment request message is transmitted to the user device (112). Further, the user device (112) transmits the payment request message to the central server (104) over a parking payment session. Further, an authorization status is received from the central server (104), where the authorization status indicates one of an authorized occupancy of the parking space and an unauthorized occupancy of the parking space. Further, a status indicator based on the authorization status is displayed, where the status indicator indicates one of the authorized occupancy of the parking space and the unauthorized occupancy of the parking space.

Abstract: Methods and systems for detection of an occupancy status of a space monitored by a system (100) are described herein. The method comprises detecting a magnetic field value at the space by a magnetic field sensor (210) of a sensing device (104). The detected magnetic field value with a reference magnetic field value, to determine a magnetic occupancy status (MOS) of the space. The MOS is indicative of the change in the occupancy status of the space. The change in the occupancy status is indicative of one of a change from empty to occupied occupancy status, and a change from occupied to empty occupancy status. Further, when the MOS indicates the change in the occupancy status of the space, a radar sensor (212) of the sensing device (104) is activated to determine a radar occupancy status (ROS) by generating at least one radar reading from the radar sensor (212). The ROS is indicative of the change in the occupancy status of the space.

Abstract: Methods and systems for detection of an occupancy status of a space monitored by a system (100) are described herein. The method comprises detecting a magnetic field value at the space by a magnetic field sensor (210) of a sensing device (104). The detected magnetic field value with a reference magnetic field value, to determine a magnetic occupancy status (MOS) of the space. The MOS is indicative of the change in the occupancy status of the space. The change in the occupancy status is indicative of one of a change from empty to occupied occupancy status, and a change from occupied to empty occupancy status. Further, when the MOS indicates the change in the occupancy status of the space, a radar sensor (212) of the sensing device (104) is activated to determine a radar occupancy status (ROS) by generating at least one radar reading from the radar sensor (212). The ROS is indicative of the change in the occupancy status of the space.

Abstract: A method comprising, ascertaining and communicating, by a parking meter (102), presence of a vehicle in the parking space to a central server (104). Further, a session with a user device (112) of a user of the vehicle is established. Further, a parking validation message from the user device (112) is received. Further, a payment request message is transmitted to the user device (112). Further, the user device (112) transmits the payment request message to the central server (104) over a parking payment session. Further, an authorization status is received from the central server (104), where the authorization status indicates one of an authorized occupancy of the parking space and an unauthorized occupancy of the parking space. Further, a status indicator based on the authorization status is displayed, where the status indicator indicates one of the authorized occupancy of the parking space and the unauthorized occupancy of the parking space.