Abstract: Electronic communications can be normalized using neural networks. For example, an electronic representation of a noncanonical communication can be received. A normalized version of the noncanonical communication can be determined using a normalizer including a neural network. The neural network can receive a single vector at an input layer of the neural network and transform an output of a hidden layer of the neural network into multiple values that sum to a total value of one. Each value of the multiple values can be a number between zero and one and represent a probability of a particular character being in a particular position in the normalized version of the noncanonical communication. The neural network can determine the normalized version of the noncanonical communication based on the multiple values. Whether the normalized version should be output can be determined based on a result from a flagger including another neural network.

Abstract: A neural network can be used to determine edit operations for normalizing an electronic communication. For example, an electronic representation of multiple characters that form a noncanonical communication can be received. It can be determined that the noncanonical communication is mapped to at least two canonical terms in a database. A recurrent neural network can be used to determine one or more edit operations usable to convert the noncanonical communication into a normalized version of the noncanonical communication. In some examples, the one or more edit operations can include inserting a character into the noncanonical communication, deleting the character from the noncanonical communication, or replacing the character with another character in the noncanonical communication. The noncanonical communication can be transformed into the normalized version of the noncanonical communication by performing the one or more edit operations.

Abstract: A bore cleaning device is disclosed that is configured to clean a bore of a firearm. Devices disclosed herein receive force manually applied by the user to push, pull, or propel the device through the bore. The device includes an internal mechanism configured to translate one of a pushing force and a pulling force into an outward radial force forcing intimate contact between device surfaces and interior walls of the bore.

Abstract: A system for filtering breathing air and apparatus for accomplishing the same. The invention describes a nasal filtration system which can be inserted into the nasal cavities. The filters comprise cavities through which air is inhaled or exhaled. The filter performs as a mechanical filter to catch and prevent the inhalation of undesirable particulate. Further, the filter comprises a disinfectant agent, such as colloidal silver, which kills germs, bacteria, and viruses to prevent the spreading of disease.

Abstract: A hydraulic line attachment device is provided. The hydraulic line attachment device comprises a first assembly comprising a first frame constructed for holding a plurality of first hydraulic line couplers and a first coupling member; and a second assembly comprising a second frame constructed for holding a plurality of second hydraulic line couplers and a second coupling member constructed to engage the first coupling member and align the plurality of first hydraulic line couplers with the plurality of second hydraulic line couplers. At least one of the first coupling member and the second coupling member comprises an arm constructed to engage at least one of the first frame and the second frame and engage the other of the first coupling member and the second coupling member. The other of the first coupling member and the second coupling member comprises a cam that engages the arm to provide tightening of the first assembly relative to the second assembly.

Abstract: A method of making a 2-aminoimidazole-functional silicone elastomer includes forming a mixture by combining a silicone elastomer base material having vinyl functionality, a 2-aminoimidazole-functional monomer or a 2-aminoimidazole-functional oligomer, and a free-radical initiator. Optionally, one or more cross-linkers, pigments, vinyl polymer, non-functional silicone fluid, or any combination thereof may also be included in the mixture.

Abstract: A colored cementitious composition is provided that is composed of hydraulic cement and a liquid coloring suspension. The liquid coloring suspension for cementitious compositions contains polycarboxylate dispersant, pigment, and a polysaccharide thixotropic additive. The liquid coloring suspension has improved viscosity consistency, improved shelf-life, anti-settling and anti-sludging properties, and decreased polycarboxylate dispersant requirements.

Abstract: A method of making a 2-aminoimidazole-functional silicone elastomer includes forming a mixture by combining a silicone elastomer base material having vinyl functionality, a 2-aminoimidazole-functional monomer or a 2-aminoimidazole-functional oligomer, and a free-radical initiator. Optionally, one or more cross-linkers, pigments, vinyl polymer, non-functional silicone fluid, or any combination thereof may also be included in the mixture.

Abstract: Example pressure regulators with filter condition detectors are described herein. In one example described here, a regulator includes a body having an inlet and an outlet and a flow control member interposed between the inlet and the outlet to regulate a fluid pressure at the outlet. The example regulator also includes a filter disposed between the inlet and the flow control member and a detector having a first measurement point upstream from the filter and a second measurement point downstream from the filter and upstream from the flow control member.

Abstract: Embodiments of the invention provide methods, systems, and devices for detection and measurement of an analyte or analytes. In one embodiment, the invention provides an assay system comprising a cartridge device including: one or more reservoir portions for holding one or more liquids; and at least one assay portion for receiving the one or more liquids from the at least one reservoir portion, the at least one assay portion having a plurality of binding sites over which the one or more liquids from the one or more reservoirs can be flowed repeatedly (more than one time); and a measurement device for measuring binding of one or more analytes in the one or more liquids to the plurality of binding sites.

Abstract: A cartridge for preparation of a beverage is provided which is sealed prior to use and contains one or more beverage ingredients. The cartridge comprises: a body defining a beverage ingredient chamber containing the one or more beverage ingredients; a first filter defining an exit from the beverage ingredient chamber; a second filter downstream of, and spaced apart from, the first filter; and a flow constriction downstream of the second filter, such that in use beverage produced from the one or more beverage ingredients passes, in order, through the first filter, the second filter and the flow constriction.

Abstract: A bore cleaning device is disclosed including a propellant providing a force to push the projectile down the bore of the firearm, a frame including a plurality of collapsible legs, and a cylindrically-shaped cleaning agent installed around the legs. The frame further includes a lower charge cap configured to receive the force of the propellant and a rigid front end cap. The provided force creates a crushing force upon the frame. The crushing force causes the legs to collapse and provide an outward force upon the cleaning agent, wherein the outward force causes intimate contact between the cleaning agent and the bore as the device travels along the bore.

Abstract: An apparatus including a bore cleaning projectile can be configured to clean a bore of a firearm as the projectile is propelled down the bore. The projectile includes a frangible capsule, a frame, a propellant providing a force to push the projectile down the bore of the firearm, and a collapsing feature configured to crush the frangible capsule when the force is applied to the frame.

Abstract: A hydraulic line attachment device is provided. The hydraulic line attachment device comprises a first assembly comprising a first frame constructed for holding a plurality of first hydraulic line couplers and a first coupling member; and a second assembly comprising a second frame constructed for holding a plurality of second hydraulic line couplers and a second coupling member constructed to engage the first coupling member and align the plurality of first hydraulic line couplers with the plurality of second hydraulic line couplers. At least one of the first coupling member and the second coupling member comprises an arm constructed to engage at least one of the first frame and the second frame and engage the other of the first coupling member and the second coupling member. The other of the first coupling member and the second coupling member comprises a cam that engages the arm to provide tightening of the first assembly relative to the second assembly.

Abstract: A bore cleaning device is disclosed including a propellant providing a force to push the projectile down the bore of the firearm, a frame including a plurality of collapsible legs, and a cylindrically-shaped cleaning agent installed around the legs. The frame further includes a lower charge cap configured to receive the force of the propellant and a rigid front end cap. The provided force creates a crushing force upon the frame. The crushing force causes the legs to collapse and provide an outward force upon the cleaning agent, wherein the outward force causes intimate contact between the cleaning agent and the bore as the device travels along the bore.

Abstract: A method of assembling a nozzle assembly is disclosed. The method includes: providing a nozzle member having a central passage defined by at least an inner side surface and an inner distal surface; inserting a fluid atomizer into the central passage of the nozzle member; and, with a distal surface of the fluid atomizer arranged adjacent the inner distal surface of the nozzle member, flexing legs of the fluid atomizer in a radially-outward direction for engaging each leg of the legs with the inner side surface of the nozzle member. A fluid atomizer is also disclosed. A nozzle assembly is also disclosed. A method of utilizing a nozzle assembly is also disclosed.

Abstract: A golf ball putting game adapted for competitive indoor use by several players utilizes a portable elongated track positioned on a flat area, together with a conventional golf putter and balls. The track is fabricated of a material which can be easily rolled up for storage and unrolled for play and that has a surface texture suitable for putting golf balls. To begin play, one player putts a ball from a tee end to a far end of the track, followed in order by the remaining players. That order of play is repeated until each player has putted a selected number of balls to complete a round of play. The player who best ball lies closest to the terminal end of the track, within a playing area, wins that round and is awarded one point. A number of subsequent rounds are similarly played and scored to complete a game to determine a winner having the highest number of awarded points.

Abstract: An apparatus including a bore cleaning projectile can be configured to clean a bore of a firearm as the projectile is propelled down the bore. The projectile includes a frame and a propellant providing a force to push the projectile down the bore of the firearm. The frame includes a collapsing feature that is actuated by the force provided by the propellant.

Abstract: Embodiments of the invention relate generally to macro and small molecule detection and, more particularly, to methods for detecting macro and small molecules, including bio-molecules, in a liquid or gaseous sample. Methods according to embodiments of the invention are useful in the identification, discovery, and validation of biomarkers, as well as the screening of individuals for such biomarkers for diagnostic, therapeutic, and forensic purposes. In one embodiment, the invention provides a method of detecting an analyte in a fluid sample, the method comprising: passing a fluid sample containing a labeled analyte across at least one assay surface containing a capture agent for the analyte; detecting the labeled analyte; repeating the passing and detecting steps at least once; and creating a binding curve for the analyte based on the detecting of the labeled analyte.

Abstract: Embodiments of the invention include methods for detecting and determining the concentrations of macro and small molecules, including bio-molecules, in a liquid or gaseous sample.