118results about How to "High dimensional" patented technology

A plurality of standard cells 10 are arranged to form a channel-less standard cell array 1, which has vertical and horizontal sides. A plurality of first proximity dummy cells 20 are arranged along each of the vertical sides of the standard cell array to form a first proximity dummy bands 20 such that the upper and lower sides of the first proximity dummy cells are in contact with each other and such that the left or right side of each of the first proximity dummy cells is in contact with the vertical side of the standard cell array 1. Furthermore, a plurality of second proximity dummy bands are arranged along each of the horizontal sides of the standard cell array to form a second proximity dummy bands such that the upper or lower side of each of the second proximity dummy cells is in contact with the horizontal side of the standard cell 1.

Methods and systems are disclosed for autonomously building a predictive model of outcomes. A most-predictive set of signals S_k is identified out of a set of signals s₁, s₂, . . . , s_D for each of one or more outcomes o_k. A set of probabilistic predictive models ô_k=M_k (S_k) is autonomously learned, where ô_k is a prediction of outcome o_k derived from the model M_k that uses as inputs values obtained from the set of signals S_k. The step of autonomously learning is repeated incrementally from data that contains examples of values of signals s₁, s₂, . . . , s_D and corresponding outcomes o₁, o₂, . . . , o_K. Various embodiments are also disclosed that apply predictive models to various physiological events and to autonomous robotic navigation.

A method for data-driven anomaly detection may include monitoring a plurality of parameters associated with a plurality of subsystems of a system. The method may also include collecting data corresponding to each of the plurality of parameters from the plurality of subsystems and generating monitoring quantities based on the data. The method may also include determining if any quantities in the monitoring quantities exceed a predetermined limit. A contribution plot may be generated corresponding to each of the parameters in response to any of the quantities exceeding the predetermined limit. The method may further include determining which parameter is likely to cause an effect based on the contribution plot.

Embodiments of the invention relate to improvements to the support vector machine (SVM) classification model. When text data is significantly unbalanced (i.e., positive and negative labeled data are in disproportion), the classification quality of standard SVM deteriorates. Embodiments of the invention are directed to a weighted proximal SVM (WPSVM) model that achieves substantially the same accuracy as the traditional SVM model while requiring significantly less computational time. A weighted proximal SVM (WPSVM) model in accordance with embodiments of the invention may include a weight for each training error and a method for estimating the weights, which automatically solves the unbalanced data problem. And, instead of solving the optimization problem via the KKT (Karush-Kuhn-Tucker) conditions and the Sherman-Morrison-Woodbury formula, embodiments of the invention use an iterative algorithm to solve an unconstrained optimization problem, which makes WPSVM suitable for classifying relatively high dimensional data.

The present invention provides an electrode plate having a collector 1, an active material layer 2 and a non-coated portion 3 and satisfies at least one of the following conditions. (1) The maximum thickness in an area inside by 20 mm from an edge portion of the active material layer is not more than the sum of an average thickness of the active material layer and 10 mum. (2) In an inclined portion of the peripheral edge portion of the active material layer, an area in which the thickness of the active material layer is not less than 1 mum and less than an average thickness of the active material layer has a width of not more than 1 mm. (3) An absolute value of a positional shifting of an actually formed pattern with respect to a true boundary line of a predetermined pattern is not more than 1 mm. (4) The active material layers are formed in a plane symmetry to front and back surfaces of the collector, and an absolute value in the positional shifting between the patterns formed on front and back side surfaces of the collector is not more than 1 mm.

A positive resist composition comprises: (A) a resin that contains a repeating unit (A1) having a lactone structure and a cyano group, and increases its solubility to an alkali developer by action of an acid; (B) a compound that generates an acid by irradiation with actinic ray or radiation; and (C) a solvent.

A plate formed with a plurality of regular projections projecting from both faces of the plate can suitably be used as a separator for a fuel cell. Projections on one face of the plate and projections on the opposite face of the plate are alternately and adjacently formed in at least one direction along a plane of a reference plate portion of a metal plate. The reference plate portion has not been deformed. The top face sections of the projections or bottom face sections of the projections are thicker than their peripheral corner portions.

A photosensitive composition for forming a dielectric of the present invention comprising inorganic particles, an alkali developable resin and additives, wherein the additives comprise a compound having a quinonediazido group (C1), a compound containing at least two alkyletherified amino groups in the molecule (C2) and a thermal acid generator (C3), or wherein the inorganic particles comprise inorganic superfine particles (A-I) having a mean particle diameter of less than 0.05 mum and inorganic fine particles (A-II) having a mean particle diameter of not less than 0.05 mum. The composition can be calcined at low temperatures to form a dielectric layer with high dimensional precision, said layer having a high dielectric constant and a low dielectric loss. Also provided are a dielectric and an electronic part prepared from the composition.

The power module of the invention includes: a cell stack including a plurality of cells that are stacked; a pair of end plates pressing and sandwiching the cell stack in the stacking direction; and a binding member joining the pair of end plates. The binding member has a recess that fits with an edge of the cell stack extending in the stacking direction. This ensures that the cells are bound together firmly and reliably.

The method according to the present invention comprises: a first curving step of curving a plate-like metallic blank (1) such that the blank (1) is convexed; a bending step of bending, with the outer peripheral edge portion (1e) of the blank (1) restrained from radially outwardly extending, the resulting arcuate portion (1b) of the curved blank (1) in the direction opposite to the convex direction thereof, so that a boss (6) is formed; and a second curving step of pushing the inner peripheral portion of a flat portion (5) of the blank (1) in the direction opposite to the boss projecting direction. Through the steps above-mentioned, the blank (1) is provided at the center thereof with the case-like boss (6) projecting in one direction from one lateral side of the blank (1) and at the outer periphery thereof with a peripheral wall (7) projecting in the same direction in which the boss (6) projects. Thus, with a small press machine, there can be securely formed, with high precision, a boss having a desired diameter and a desired projecting height, without the original thickness of the blank (1) decreased so much in the course of production steps.

A fluorine-containing cyclic olefin polymer composition of the present invention includes a fluorine-containing cyclic olefin polymer (A) containing a repeating structural unit represented by the general formula (1) and having a fluorine atom content rate of 40 to 75% by mass; a photocurable compound (B); and a photocuring initiator (C).

In a sheet forming device having a supplying unit (1) for extruding an amount of plastically deformable material (W), a storing unit (3) for temporally storing the material (W) extruded from the supplying unit (1), and a rolling unit (2) for rolling the material (W) stored in the storing unit (3) into a sheet form, the device comprises a pressing mechanism (4) for pressing the material (W) stored in the storing unit (3) from the upper side thereof with a preset pressure, wherein a pressing member (41) constituting the pressing mechanism (4) has a pressing face (41a) whose area is set to from 30 to 95% of the area of an upper opening portion (31) of the storing unit (3).

The invention provides a transfer technique by which the dimensional precision of a thin-film device is not deteriorated, even if the device is produced by transferring a fine structure or a thin-film circuit layer onto a substrate with an inferior shape-stability. The method includes: forming a fine structure or a thin-film circuit layer on a first substrate using a photolithographic patterning process; shifting the fine structure or the thin-film circuit layer from the first substrate onto a second substrate, or shifting the fine structure or the thin-film circuit layer from the first substrate onto the second substrate via a third substrate; and forming a thin-film pattern on the fine structure or the thin-film circuit layer shifted onto the second substrate by a non-photolithographic method.

The present invention aims to provide a composition for a holographic recording medium which allows for producing a disc medium filled with a photopolymer by a very simple method such as hot press method, with high dimensional precision, high uniformity and high productivity. The composition for a holographic recording medium contains a binder, a polymerizable polymer, and a photopolymerization initiator, wherein the binder is a polymer capable of forming a three-dimensional crosslinking structure by non-polymerization reaction. An aspect is preferable in which the polymer capable of forming a three-dimensional crosslinking structure by non-polymerization reaction is at least one of (A) a polymer which has an ionic group and formed a salt with the counterion of the ionic group and (B) a polymer having a crystal structure.