Abstract: Features are disclosed for identifying randomized latent feature language modeling, such as a recurrent neural network language modeling (RNNLM). Sequences of item identifiers may be provided as the language for training the language model where the item identifiers are the words of the language. To avoid localization bias, the sequences may be randomized prior to or during the training process to provide more accurate prediction models.

Abstract: Examples of the disclosure provide for receiving a data set at a design surface from a data source, and inferring a first data type from the data set. A first control type is generated for the inferred first data type. A second data type is inferred from the data set and a second control type is generated for the inferred second data type, with the first control type and the second control type being different. A layout is generated for an application document that includes the first control type and the second control type.

Abstract: A hearing aid assembly comprising a receiver comprising a front chamber and a back chamber being acoustically coupled to respective front and back chamber openings, and acoustical guiding means for guiding air from at least one of the front and back chamber openings to an air mixing zone for mixing air from the front and back chamber openings. The mixing of air from the front and back chambers enhances the low-frequency response of the hearing aid assembly.

Abstract: Features are disclosed for identifying and routing items for tagging using a latent feature model, such as a recurrent neural network language model (RNNLM). The model may be trained to identify latent features for catalog items such as movies, books, food items, beverages, and the like. Based on similarities in latent features, tags previous assigned to items may be applied to untagged items. Application may be manual or automatic. In either case, resources need to be balances to ensure efficient tagging of items. The included features help to identify and direct these limited tagging resources.

Abstract: Examples of the disclosure provide for receiving a data set at a design surface from a data source, and inferring a first data type from the data set. A first control type is generated for the inferred first data type. A second data type is inferred from the data set and a second control type is generated for the inferred second data type, with the first control type and the second control type being different. A layout is generated for an application document that includes the first control type and the second control type.

Abstract: Examples of the disclosure provide for receiving a template at a design surface, the template representing a visual layout, logic, and data schema for an application. Received source data is bound to the template based on the data schema. At least one data storage location is selected from identified data storage locations. Based on the selection of the one data storage location, at least a portion of the source data is extracted and sent to the data storage location for storage. The extracted data is rewired to bind the extracted data at the data storage location to the template such that access of the application generated using the template provides access to the extracted data at the data storage location.

Abstract: Examples of the disclosure provide for receiving a data set at a design surface from a data source, and inferring a first data type from the data set. A first control type is generated for the inferred first data type. A second data type is inferred from the data set and a second control type is generated for the inferred second data type, with the first control type and the second control type being different. A layout is generated for an application document that includes the first control type and the second control type.

Abstract: The present technology may identify item category affinities by identifying a plurality of classifications of an item. An accuracy of the plurality of classifications relative to one another for the item may be identified. A category affinity of the item may be determined based on the accuracy of the plurality of classifications relative to one another.

Abstract: A hearing aid comprises a housing with a sound channel in a longitudinal direction and terminating in a sound opening, a transducer for transducing sound at the sound opening, and an insert member having an insert part for insertion into the sound channel and a support part arranged against the housing. The insert member forms a sound path from a first sound opening to a second sound opening. The first sound opening is arranged in the insert part and the second sound opening is arranged in the support part outside the sound channel. The insert part comprises a retention member for retaining wax. The retention member includes an opening and is arranged so that a part hereof extends transverse to the longitudinal direction. The support part forms a protruding engagement member which facilitates catching of the insert member without engaging the sound path during removal of the insert member.

Abstract: A hearing aid assembly comprising a receiver comprising a front chamber and a back chamber being acoustically coupled to respective front and back chamber openings, and acoustical guiding means for guiding air from at least one of the front and back chamber openings to an air mixing zone for mixing air from the front and back chamber openings. The mixing of air from the front and back chambers enhances the low-frequency response of the hearing aid assembly.

Abstract: An improved hearing prosthetic implant and method of stimulating are disclosed. The method comprises stimulating an electrode array using a set of current stimuli having different geometries, so as to provide a more regular and monotonic set of pitch percepts for a user. In one embodiment, this may be achieved by combining different modes of stimulation for a patient, so that some channels utilise one mode and other channels utilise one or more different modes.

Abstract: A differential connector has a plurality of rows. Each row includes a plurality of signal conductors provided as differential pairs. Each signal conductor has a first contact end connectable to a printed circuit board, a second contact end, and an intermediate portion having a first width. For each differential pair, one first contact end lies along a first line parallel to the plurality of rows and the other first contact end lies along a second line parallel to and spaced from the first line. The differential connector further includes a plurality of ground conductors, with each ground conductor corresponding to a differential pair. Each ground conductor has a first contact end connectable to the printed circuit board, a second contact end, and an intermediate portion having a second width that is at least twice the first width.

Abstract: An electrical connector that electrically connects a first printed circuit board and a second printed circuit board is disclosed, where the electrical connector in the preferred embodiment includes: (a) an insulative housing; (b) a plurality of signal conductors, with at least a portion of each of the plurality of signal conductors disposed within the insulative housing; (c) each of the plurality of signal conductors having a first contact end, a second contact end and an intermediate portion therebetween; and (d) a passive circuit element electrically connected to the intermediate portion of each of the plurality of signal conductors, where the passive circuit element is housed in an insulative package and includes at least a capacitor or an inductor.

Abstract: An electrical connector includes a wafer formed with a ground shield made from a non-conductive material made conductive with conductive particles disposed therein, thereby eliminating the necessity of the metal ground shield plate found in prior art connectors while maintaining sufficient performance characteristics and minimizing electrical noise generated in the wafer. The wafer housing is formed with a first, insulative housing at least partially surrounding a pair of signal strips and a second, conductive housing at least partially surrounding the first, insulative housing and the signal strips. The housings provide the wafer with sufficient structural integrity, obviating the need for additional support structures or components for a wafer. Ground strips may be employed in the wafer and may be formed in the same plane as the signal strips. The second, conductive housing may be connected (e.g., molded) to the ground strips and spaced appropriately from the signal strips.

Abstract: A midplane has a first side to which contact ends of a first differential connector are connected and a second side opposite the first side to which contact ends of a second differential connector are connected. The midplane includes a plurality of vias extending from the first side to the second side, with the vias providing first signal launches on the first side and second signal launches on the second side. The first signal launches are provided in a plurality of rows, with each row having first signal launches along a first line and first signal launches along a second line substantially parallel to the first line. The second signal launches are provided in a plurality of columns, with each column having second signal launches along a third line and second signal launches along a fourth line substantially parallel to the third line.

Abstract: An electrical connector with a reference contact for improved shielding. The contact provides multiple points of contact between members in the ground structure of two mating connectors. The points of contact are arranged to provide desirable current flow in the signal paths and ground structures of the connectors. The contact is stamped from a shield plate and has multiple elongated members that provide spring force for adequate electrical connection. The elongated members are curved to position the points of contact with the desired orientation. Such a contact structure may be used alone or in combination with other compliant structures providing further points of contact.

Abstract: An electrical connector system includes a daughter card connector formed of a plurality of wafers. Each wafer is formed with cavities between the contacts of the signal conductors. The cavities are shaped to receive lossy inserts whereby crosstalk is reduced. The connector system may also or alternatively include a front housing formed with shield plates also to aid in reducing cross-talk. The front housing is adapted to mate between the wafers of the daughter card connector and a backplane connector of the electrical connector system. In an alternative embodiment, the front housing portion may include lossy conductive portions for cross-talk reduction.

Abstract: An electrical connector includes a wafer formed with a ground shield made from a non-conductive material made conductive with conductive particles disposed therein, thereby eliminating the necessity of the metal ground shield plate found in prior art connectors while maintaining sufficient performance characteristics and minimizing electrical noise generated in the wafer. The wafer housing is formed with a first, insulative housing at least partially surrounding a pair of signal strips and a second, conductive housing at least partially surrounding the first, insulative housing and the signal strips. The housings provide the wafer with sufficient structural integrity, obviating the need for additional support structures or components for a wafer. Ground strips may be employed in the wafer and may be formed in the same plane as the signal strips. The second, conductive housing may be connected (e.g., molded) to the ground strips and spaced appropriately from the signal strips.

Abstract: A differential connector has a plurality of rows. Each row includes a plurality of signal conductors provided as differential pairs. Each signal conductor has a first contact end connectable to a printed circuit board, a second contact end, and an intermediate portion having a first width. For each differential pair, one first contact end lies along a first line parallel to the plurality of rows and the other first contact end lies along a second line parallel to and spaced from the first line. The differential connector further includes a plurality of ground conductors, with each ground conductor corresponding to a differential pair. Each ground conductor has a first contact end connectable to the printed circuit board, a second contact end, and an intermediate portion having a second width that is at least twice the first width.

Abstract: A chip socket with one or more seals protecting the contact members. The seals are formed in a multi-step molding process. In a first step, an insulative housing is formed with grooves in the surface. In the second step, a seal material is molded into the grooves with a portion extending above the surface of the insulative housing. In use, surfaces of the chip socket are pressed against a semiconductor chip or a circuit board. When pressed together, the components of the connector system form seals that protect contact members from environmental conditions. The seals allow reliable electrical connections to be made with reduced force per contact. Greater flexibility in designing the contact members is therefore provided contact members having a low spring force and a relatively large deflection range, thereby accommodating a less stringent coplanarity requirement for the chip and circuit board.