Abstract: Methods and apparatus are provided for outlier detection in databases by determining sparse low dimensional projections. These sparse projections are used for the purpose of determining which points are outliers. The methodologies of the invention are very relevant in providing a novel definition of exceptions or outliers for the high dimensional domain of data.

Abstract: An optical head is provided for transmission of light between a source of light and a storage location along an optical path that includes at least one offset optical element.

Abstract: One or more individual ramps 166 each slidably receive the free end of a tab member 160 connected to one of one or more transducer heads 130 mounted on a head actuator assembly 140 of a storage drive. The location at which each ramp 166 receives the tab member 160 is individually adjustable. Each head 130 is disposed to fly in data transfer relationship adjacent to a respective rotating disk 108.

Abstract: An optical head for transmission of light between a source of light and a storage location along an optical path that includes at least one offset optical element.

Abstract: An apparatus designed for the testing of micro-machined torsional mirrors at the wafer level is described. A control station is coupled to an electro-optic assembly that has been designed for the purpose of testing mirrors. Three standard probes are coupled to the electro-optic probe assembly to provide electrical connections to a particular mirror of a wafer under test. Optical components are coupled to the electro-optic probe to deliver laser light to a deflectable plate portion of the mirror. Displacement of the reflected laser light spot is detected as the mirror plate is vectored and this displacement is compared to specifications such that the mirror under test can be either accepted or rejected.

Abstract: An optical head utilizes a micro-machined element in combination with a light source and a lens to write and read data onto a storage disk. The micro-machined element may include a tethered steerable micro-machined mirror. A beam of laser light transmitted from the light source to the optical head and a reflected light from the storage disk is altered by a movement of the micro-machined mirror. In this manner a focused optical spot is scanned back and forth in a direction which is approximately parallel to the radial direction of the storage disk.

Abstract: A planar micro-coil is provided for use with an optical head. The optical head is preferably a flying magneto-optical head. The micro-coil cooperates with a yoke assembly so to as to permit an optimal magnetic flux density to be formed at a surface of a magneto-optical storage location.

Abstract: A thin-film coil for use in a flying magneto-optical data storage system is formed on an undercoat layer, and includes an underside and a conductor deposited on the undercoat layer. The conductor is covered by an insulation layer on which a yoke is formed for providing a path to a magnetic field generated by the conductor. The yoke is formed of three sections: an upper section, an intermediate section, and the tip. The yoke tip defines an optical opening and has its underside substantially flush with the underside of the undercoat layer for increasing the density of the magnetic field at a target distance from the coil. The yoke tip underside is defined by an inner edge that delineates the optical opening, and that is formed of two semi-circular sections and two linear sections tangential to the semi-circular sections. The yoke can optionally include an outer section that extends over the peripheral side of the insulation layer and that further extends in an enlarged toe section.