Abstract: The present technology relates to a program, an information processing method, and an information processing apparatus that make it possible to easily design network. A program according to one aspect of the present technology is a program causing a computer to serve as: a generating unit that generates, in response to specification of a data set including data for learning, a network for inference execution and a network for learning corresponding to the data set; and a learning unit that inputs the data for learning to the network for learning and performs learning of the network for inference execution. The present technology is applicable to a program that supports network design by Deep Learning.

Abstract: A method for purifying an organic solvent, comprising contacting an organic solvent containing polyvalent metal ions with a monolithic organic porous ion exchanger. According to the present invention, a method for purifying an organic solvent can be provided, wherein a high rate of removing polyvalent metal ions in an organic solvent is achieved.

Abstract: Embodiments of the disclosure provide a fisheye lens. The fisheye lens can include a first lens group near an object side, a second lens group near an imaging plane, and an aperture diaphragm disposed between the first and second lens groups. The first lens group can include, disposed sequentially from the object side to the imaging plane, a negative meniscus spherical first lens, an aspherical second lens, and an aspherical third lens. The second lens group can include, disposed sequentially from the object side to the imaging plane, a positive meniscus spherical fourth lens, a fifth lens formed of a positive biconvex spherical lens and a negative biconcave spherical lens, and an aspherical sixth lens.

Abstract: An imaging lens includes a first lens having a negative refractive power and a meniscus shape with a convex surface facing an object side; a second lens having a negative refractive power and a meniscus shape with a convex surface facing an object side; a third lens having a positive refractive power and a meniscus shape with a convex surface facing an object side; an aperture diaphragm; a fourth lens having a positive refractive power and a biconvex shape; a fifth lens having a negative refractive power and a biconcave shape and; and a sixth lens having a positive refractive power and a biconvex shape. The imaging lens as a whole is formed with the six lenses in six groups with six independent lenses, the imaging lens has a full angle of view of 150 degrees or more, and the imaging lens satisfies predetermined conditional expressions.

Abstract: An ion exchanger filled cartridge accommodated inside an accommodating container of a metal removing column and in which an ion exchanger is filled is provided. The ion exchanger filled cartridge includes a cylinder portion, an upper lid in which a through hole for a liquid to be treated is formed and which is provided on an upper end of the cylinder portion, a lower lid in which a through hole for a treated liquid is formed and which is provided on a lower end of the cylinder portion, an insertion pipe connected to the lower lid, having an O-ring attached to an outer side, and inserted into a treated liquid discharge pipe provided on a bottom portion of the accommodating container of the metal removing column, and the ion exchanger filled inside the cylinder portion.

Abstract: There is provided an information processing device to reduce a processing load associated with inner product operations while also guaranteeing the quantization granularity of weight coefficients, the information processing device including: a multiply-accumulate operation circuit configured to execute a multiply-accumulate operation on the basis of multiple input values and multiple weight coefficients that are quantized by an exponential representation and that correspond to each of the input values. Exponents of the quantized weight coefficients are expressed by fractions taking a predetermined divisor as a denominator, and the multiply-accumulate operation circuit performs the multiply-accumulate operation using different addition multipliers on the basis of a remainder determined from the divisor.

Abstract: A receiving unit receives sensor data output from an eddy current sensor for detecting the film thickness of a polishing object to generate film thickness data. A correcting unit corrects the film thickness data in an inside of the edge of the polishing object based on the film thickness data generated by the receiving unit. The correcting unit corrects the film thickness data generated by the receiving unit in the inside of the edge of the polishing object using the film thickness data generated by the receiving unit in an outside of the edge of the polishing object.

Abstract: A film thickness measuring apparatus and an end point detector monitor a film thickness of a conductive film based on an output of an eddy current sensor disposed in a polishing table. The output of the eddy current sensor includes an impedance component, and when a resistance component and a reactance component of the impedance component are associated with the respective axes of a coordinate system having two orthogonal coordinate axes, at least some points on the coordinate system corresponding to the impedance component form at least a part of a circle. The film thickness measuring apparatus determines a distance between a point on the coordinate system and the center of the circle, determines the film thickness from the impedance component and corrects the determined film thickness using the determined distance.

Abstract: An output of an eddy current sensor includes an impedance component. A film thickness measuring apparatus obtains film thickness information from the impedance component. Using a non-linear function between the film thickness information and the film thickness, the film thickness is obtained from the film thickness information. When a resistance component and a reactance component of the impedance component are associated with respective axes of a coordinate system having two orthogonal coordinate axes, the film thickness information is a reciprocal of a tangent of an impedance angle which is an angle formed by a straight line connecting a point on the coordinate system corresponding to the impedance component and a predetermined reference point, and a predetermined straight line.

Abstract: To specify a trajectory of an eddy current sensor provided on a polishing table of a substrate polishing apparatus, disclosed is a method of identifying a trajectory of an eddy current sensor as seen from a substrate in a substrate polishing apparatus having a polishing table and a polishing head. The method includes: obtaining a sensor output map as three-dimensional data; polishing the substrate; obtaining a profile of the real-time polishing signal as two-dimensional data; and extracting a trajectory having a profile most similar to the profile of the real-time polishing signal as two-dimensional data from the sensor output map as three-dimensional data and identifying the extracted trajectory as a trajectory of the eddy current sensor as seen from the substrate.

Abstract: A polishing device includes a polishing table comprising a polishing surface, a top ring configured to press a polishing target surface against the polishing surface and comprising a plurality of pressing portions configured to independently apply a pressing force to a plurality of areas of the wafer, and a controller configured to store a first pressing portion effect rate for a first pressing portion of the plurality of pressing portions in a storage unit, the first pressing portion effect rate being a change in polishing amount of the polishing target surface for a change in pressing force applied by the first pressing portion and control the pressing force applied by the first pressing portion based on the first pressing portion effect rate and a polishing profile of the polishing target surface.

Abstract: A method for purifying an organic solvent, comprising contacting an organic solvent containing polyvalent metal ions with a monolithic organic porous ion exchanger. According to the present invention, a method for purifying an organic solvent can be provided, wherein a high rate of removing polyvalent metal ions in an organic solvent is achieved.

Abstract: Automated nuclei area/number estimation utilizes a two-stage estimation framework-area estimation first followed by number estimation. After determining area information, each local patch's shape features are able to be extracted to define a local voting rule. The resulting voting score determines the strength of each local voting peak. The number of voting peaks is exactly the number of nuclei.

Abstract: There is provided an information processing device to improve generalization performance of the neural network, the information processing device including: a control unit configured to control display related to a setting of a parameter related to physical simulation; a communication unit configured to transmit the parameter to a physical simulator and receive image information obtained in the physical simulation from the physical simulator; and a machine learning unit configured to perform machine learning on the basis of the image information. The control unit causes a display unit to display a learning result obtained by the machine learning unit and the parameter in association with each other.

Abstract: To solve the problem of providing a black iron oxide that can yield sufficient blackness, opacifying effect and covering ability even if it is only added in a small amount for use with cosmetic materials, the invention provides a black iron oxide with a high tinting strength having an octahedral shape, a specific surface in a range of 8.0 to 20.0 m2/g, and a particle surface coated with a layer containing one type or two or more types of inorganic compounds, wherein an L*value of a color on reduction is 31.0 or lower and a b*value of a color on reduction is 1.5 or lower, a production method thereof, and cosmetic materials that incorporate the same.

Abstract: The two-step architecture of the supervoxel-based spatial temporal video segmentation method ensures speed and scalability. The computationally intensive first step uses a highly efficient super-voxel segmentation method. The second step is done over pre-grouped super-voxels, hence has much lower temporal and spatial complexity. The progressive segmentation scheme deployed in the first step enables segmenting huge input volume part by part, without loading all the data into the memory which may be infeasible. At the same time, the progressive segmentation is able to effectively prevent seam artifacts, leading to segmentation results virtually identical to those of whole volume processing.

Abstract: A shift change practice device capable of improving the effect of learning a shift change operation is provided. The shift change practice device includes: an optimum speed calculation unit that calculates an optimum value or an optimum range of an engine revolution speed in the event of a shift change; a revolution speed comparison unit that determines whether or not a detected revolution speed that is a detected value of the engine revolution speed is equal to the optimum value or whether or not the detected revolution speed is included in the optimum range, in a state where a clutch is disconnected; and a notification instruction unit that instructs a notification device to give a predetermined notification to a driver when the detected revolution speed is equal to the optimum value or the detected revolution speed is included in the optimum range, in the state where the clutch is disconnected.