Abstract: A system and a computer-implemented method create a virtual model representing at least the individual visible teeth parts and gingiva of at least part of a dentition of a patient in segmented form out of a 3d model representing that part of the dentition in unsegmented form. At least one treatment plan can be created and a process is provided for obtaining at least one appliance based on the at least one treatment plan.

Abstract: A data processing device and a computer-implemented method are configured to execute in parallel a data hub process (6) comprising at least a segmentation sub-process (61) which segments input data into data segments and at least one keying sub-process (62) which provides keys to the data segments creating keyed data segments, wherein the data hub process (6) stores the keyed data segments in a shared memory device (4) as shared keyed data segments and a plurality of processes in the form of computation modules (7) wherein each computation module (7) is configured to access the at least one shared memory device (4) to look for modulo-specific data segments which are shared keyed data segments that are keyed with at least one key which is specific for at least one of the computation modules (7) and to execute a machine learning method on the module-specific data segments, said machine learning method comprising data interpretation and classification methods using at least one pre-trained neuronal network (71)

Abstract: A system and a computer-implemented method are provided to create a virtual model representing at least the individual visible teeth parts and gingiva of at least part of a dentition of a patient in segmented form out of a 3d model representing that part of the dentition in unsegmented form. At least one treatment plan is created and a process is provided for obtaining at least one appliance based on the at least one treatment plan.

Abstract: A system and a computer-implemented method are provided to create a virtual model representing at least the individual visible teeth parts and gingiva of at least part of a dentition of a patient in segmented form out of a 3d model representing that part of the dentition in unsegmented form. At least one treatment plan is created and a process is provided for obtaining at least one appliance based on the at least one treatment plan.

Abstract: A computer system implementing at least one neural network (1), a method for operating a computer system and a computer program for configuring such a computer system or for carrying out such a method in which at least a subset of synapses (3) of artificial neurons (2) of the at least one neural network (1) is defined as entangled synapses (3) the weight factors (w) of which are updated at the same time during a computational step on the basis of correlated random components and in which weight factors (w) of unentangled synapses (3) are updated individually on basis of uncorrelated random components.

Abstract: An adapter card including a processing unit, an assigned memory and a system bus interface are disclosed. The system bus interface is connectable to at least one system bus of a primary computer system providing a connection to a number of at least one central processing units of the primary computer system, the number of at least one central processing units providing a plurality of processing entities. Configuration data stored in the assigned memory includes data defining all processing entities of all central processing units of the central computer system. The adapter card is operative to perform computations including: obtaining a system object representing a callable unit of a program from a program environment, transforming the system object into a plurality of threads, each thread being executable by one processing entity, assigning each thread to one processing entity, and transmitting each thread to the assigned processing entity for execution.

Abstract: An adapter card including a processing unit, an assigned memory and a system bus interface are disclosed. The system bus interface is connectable to at least one system bus of a primary computer system providing a connection to a number of at least one central processing units of the primary computer system, the number of at least one central processing units providing a plurality of processing entities. Configuration data stored in the assigned memory includes data defining all processing entities of all central processing units of the central computer system. The adapter card is operative to perform computations including: obtaining a system object representing a callable unit of a program from a program environment, transforming the system object into a plurality of threads, each thread being executable by one processing entity, assigning each thread to one processing entity, and transmitting each thread to the assigned processing entity for execution.