Abstract: To provide more test data during the manufacture of non-volatile memories and other integrated circuits, machine learning is used to generate virtual test values. Virtual test results are interpolated for one set of tests for devices on which the test is not performed based on correlations with other sets of tests. In one example, machine learning determines a correlation study between bad block values determined at die sort and photo-limited yield (PLY) values determined inline during processing. The correlation can be applied to interpolate virtual inline PLY data for all of the memory dies, allowing for more rapid feedback on the processing parameters for manufacturing the memory dies and making the manufacturing process more efficient and accurate. In another set of embodiments, the machine learning is used to extrapolate limited metrology (e.g., critical dimension) test data to all of the memory die through interpolated virtual metrology data values.

Abstract: To provide more test data during the manufacture of non-volatile memories and other integrated circuits, machine learning is used to generate virtual test values. Virtual test results are interpolated for one set of tests for devices on which the test is not performed based on correlations with other sets of tests. In one example, machine learning determines a correlation study between bad block values determined at die sort and photo-limited yield (PLY) values determined inline during processing. The correlation can be applied to interpolate virtual inline PLY data for all of the memory dies, allowing for more rapid feedback on the processing parameters for manufacturing the memory dies and making the manufacturing process more efficient and accurate. In another set of embodiments, the machine learning is used to extrapolate limited metrology (e.g., critical dimension) test data to all of the memory die through interpolated virtual metrology data values.

Abstract: A rotor includes a rotor core and one or more magnets. The rotor core includes magnet supporters radially formed around a rotating shaft. The magnet includes a supported part supported by the magnet supporter and a projection projecting from the magnet supporter in an axial direction of the rotating shaft, The rotor core and the supported parts arranged annularly form a first generation part that generates a cogging torque of a first waveform, and the projections arranged annularly form a second generation part that generates a second cogging torque that differs in phase from the cogging torque of the first waveform.

Abstract: The present invention provides a mechanical encoder device for use in a miniature motor, which encoder can provide, for each revolution of the motor, a plurality of pulses whose duty ratio does not change with time. A rotary contact portion 12 is provided on a rotor shaft 1, and a pair of rotation-detecting brushes 14 in sliding contact with the rotary contact portion 12 are provided on a brush holder 29 of an end cap 6. A plurality of rotary contact pieces 13 are arranged on the outer circumferential surface of the rotary contact portion 12 such that slits are formed therebetween. The paired rotation-detecting brushes 14 are each formed of a resilient metal and each assume the shape of a cantilever plate or wire spring whose side surface portion is subjected to sliding contact.

Abstract: The present invention provides a mechanical encoder device for use in a miniature motor, which encoder can provide, for each revolution of the motor, a plurality of pulses whose duty ratio does not change with time. A rotary contact portion 12 is provided on a rotor shaft 1, and a pair of rotation-detecting brushes 14 in sliding contact with the rotary contact portion 12 are provided on a brush holder 29 of an end cap 6. A plurality of rotary contact pieces 13 are arranged on the outer circumferential surface of the rotary contact portion 12 such that slits are formed therebetween. The paired rotation-detecting brushes 14 are each formed of a resilient metal and each assume the shape of a cantilever plate or wire spring whose side surface portion is subjected to sliding contact.

Abstract: A miniature motor having a plurality of commutator segments with commutator terminals which are connected to rotor windings. The commutator terminals are disposed on an insulating cylinder which is fixedly fitted to a motor rotating shaft, and a spark-quenching resistor connects each of the commutator segments. This resistor is a disc-shaped electrically conductive rubber ring which is fitted to the insulating cylinder so that the end face of the disc-shaped ring comes in contact with the commutator segment and commutator terminals and is brought into intimate contact with the commutator terminals by heating.