Abstract: A method, apparatus or system is provided to receive, over a network connection, investment data associated with one or more investment vehicles. Investment data associated with one or more investment vehicles is received. Data analysis of the investment data is performed according to a plurality of investment parameters. Selection, based on the analysis of the investment data, of the one or more investment vehicles is made. The selected one or more investment vehicles is designated as part of a portfolio of a private equity fund. A yield value representing future cash flow of the selected portfolio is computed, wherein the prioritized units are associated correspondingly with one of or a combination of a plurality of rates of return, a plurality of risk tolerances, and a plurality of maturities, each of the rates of return being different from one another, each of the risk tolerances being different from one another, each of the maturities being different from one another.

Abstract: Convolutional neural networks can be visualized. For example, a graphical user interface (GUI) can include a matrix of symbols indicating feature-map values that represent a likelihood of a particular feature being present or absent in an input to a convolutional neural network. The GUI can also include a node-link diagram representing a feed forward neural network that forms part of the convolutional neural network. The node-link diagram can include a first row of symbols representing an input layer to the feed forward neural network, a second row of symbols representing a hidden layer of the feed forward neural network, and a third row of symbols representing an output layer of the feed forward neural network. Lines between the rows of symbols can represent connections between nodes in the input layer, the hidden layer, and the output layer of the feed forward neural network.

Abstract: Interactive visualizations of a convolutional neural network are provided. For example, a graphical user interface (GUI) can include a matrix having symbols indicating feature-map values that represent likelihoods of particular features being present or absent at various locations in an input to a convolutional neural network. Each column in the matrix can have feature-map values generated by convolving the input to the convolutional neural network with a respective filter for identifying a particular feature in the input. The GUI can detect, via an input device, an interaction indicating that that the columns in the matrix are to be combined into a particular number of groups. Based on the interaction, the columns can be clustered into the particular number of groups using a clustering method. The matrix in the GUI can then be updated to visually represent each respective group of columns as a single column of symbols within the matrix.

Abstract: Deep neural networks can be visualized. For example, first values for a first layer of nodes in a neural network, second values for a second layer of nodes in the neural network, and/or third values for connections between the first layer of nodes and the second layer of nodes can be received. A quilt graph can be output that includes (i) a first set of symbols having visual characteristics representative of the first values and representing the first layer of nodes along a first axis; (ii) a second set of symbols having visual characteristics representative of the second values and representing the second layer of nodes along a second axis; and/or (iii) a matrix of blocks between the first axis and the second axis having visual characteristics representative of the third values and representing the connections between the first layer of nodes and the second layer of nodes.

Abstract: Deep neural networks can be visualized. For example, first values for a first layer of nodes in a neural network, second values for a second layer of nodes in the neural network, and/or third values for connections between the first layer of nodes and the second layer of nodes can be received. A quilt graph can be output that includes (i) a first set of symbols having visual characteristics representative of the first values and representing the first layer of nodes along a first axis; (ii) a second set of symbols having visual characteristics representative of the second values and representing the second layer of nodes along a second axis; and/or (iii) a matrix of blocks between the first axis and the second axis having visual characteristics representative of the third values and representing the connections between the first layer of nodes and the second layer of nodes.

Abstract: A pump assembly for a dental cleaning appliance includes a fluid chamber, a piston, and a drive. The drive rotates a coupling member having two angularly opposed pins. An arm pivotably connected to the piston has a seat for receiving one of the pins to couple the piston to the drive. Through continued rotation of the coupling member, the piston moves within the fluid chamber to draw fluid into the fluid chamber until the second detent contacts the arm to push it away from the first detent to decouple the drive from the piston. This allows a compressed spring to actuate the piston to urge a burst of fluid from the fluid chamber.

Abstract: A pump assembly for a dental cleaning appliance includes a fluid chamber, a piston, and a drive. Magnets, connected respectively to the piston and the drive, enable the drive to couple to the piston and move it within the fluid chamber to draw fluid into the fluid chamber. A stop prevents the piston from being pulled beyond a stop position so that through continued actuation of the drive the magnets separate to allow a spring to push the piston away from the stop position to urge a burst of fluid from the fluid chamber.

Abstract: Systems and methods of the invention relate to reducing a number of jams that can occur in an automated teller machine with the employment of a moveable platen that increases a width of a channel for documents. A document analysis area can receive a document via a first transport path, wherein the document analysis area can include a channel in which the document travels to enable at least one scan component to capture an image of the document. The channel is created by one or more platen. The one or more platen can be movable to increase the width of the channel so as to allow documents to pass through the document analysis area without causing a jam or error for the automated teller machine.

Abstract: Systems and methods of the invention relate to reducing a number of jams that can occur in an automated teller machine with the employment of a moveable platen that increases a width of a channel for documents. A document analysis area can receive a document via a first transport path, wherein the document analysis area can include a channel in which the document travels to enable at least one scan component to capture an image of the document. The channel is created by one or more platen. The one or more platen can be movable to increase the width of the channel so as to allow documents to pass through the document analysis area without causing a jam or error for the automated teller machine.

Abstract: Methods for the prevention and treatment of ocular disorders, in particular glaucoma, through blocking the toxic effects of ?-amyloid (A?) derivatives, pharmaceutical compositions for effecting such prevention and interval treatment thereof.

Abstract: Compounds of formula (I) are inhibitors of fatty acid amide hydrolase, (FAAH), and which are useful in the treatment of diseases or medical conditions which benefit from inhibition of FAAH activity, such as anxiety, depression pain, inflammation, and eating, sleep, neurodegenerative and movement disorders: Ar1 is optionally substituted phenyl or optionally substituted monocyclic heteroaryl having 5 or 6 ring atoms; Ar2 is optionally substituted phenyl, optionally substituted monocyclic heteroaryl having 5 or 6 ring atoms or optionally substituted fused bicyclic heteroaryl having 5 or 6 ring atoms in each fused ring; and Ar3 is a divalent radical selected from optionally substituted phenylene and optionally substituted monocyclic heteroarylene radicals having 5 or 6 ring atoms.

Abstract: Systems and methods of the invention relate to reducing a number of jams that can occur in an automated teller machine with the employment of a moveable platen that increases a width of a channel for documents. A document analysis area can receive a document via a first transport path, wherein the document analysis area can include a channel in which the document travels to enable at least one scan component to capture an image of the document. The channel is created by one or more platen. The one or more platen can be movable to increase the width of the channel so as to allow documents to pass through the document analysis area without causing a jam or error for the automated teller machine.

Abstract: Compounds of formula (I) are inhibitors of fatty acid amide hydrolase, (FAAH), and which are useful in the treatment of diseases or medical conditions which benefit from inhibition of FAAH activity, such as anxiety, depression pain, inflammation, and eating, sleep, neurodegenerative and movement disorders: Wherein Ar1 is optionally substituted phenyl or optionally substituted monocyclic heteroaryl having 5 or 6 ring atoms; Ar2 is optionally substituted phenyl, optionally substituted monocyclic heteroaryl having 5 or 6 ring atoms or optionally substituted fused bicyclic heteroaryl having 5 or 6 ring atoms in each fused ring; and Ar3 is a divalent radical selected from the group consisting of optionally substituted phenylene and optionally substituted monocyclic heteroarylene radicals having 5 or 6 ring atoms.

Abstract: Pursuant to some embodiments, systems, methods and devices are provided for processing including a mobile device coupled to a biometric sensor, the one mobile device including a medical monitoring application for collection of medical data for an individual from the biometric sensor. A risk assessment computer is configured to receive, from the mobile device, medical data for the individual; collect, from a data storage device storing static data corresponding to the plurality of individuals, static data corresponding to the individual; and update a medical profile corresponding to the individual based on an analysis of the medical data for the individual and the static data corresponding to the individual. The risk assessment computer periodically determines, based on the updated medical profile, a term of a policy corresponding to the individual.

Abstract: Disclosed herein are packages for consumer goods that provide additional functionality as an interactive device for encouraging playful interaction with the package contents. In various embodiments, the package includes a lid or top comprising a hollow body defined by a flexible shell, wherein the shell is reversibly deformable or comprises regions that are reversibly deformable, the lid adapted for launching or propelling an item when the item is placed on the shell or on a reversibly deformable region of the shell, wherein when the shell is deformed and thereafter springs back to its undeformed shape, the springing action propels the item away from the lid. Kits and methods for using the interactive packages and particularly the interactive portions of the packages are also disclosed.

Abstract: Methods for the prevention and treatment of ocular disorders, in particular glaucoma, through blocking the toxic effects of ?-amyloid (A?) derivatives, pharmaceutical compositions for effecting such prevention and interval treatment thereof.

Abstract: Pursuant to some embodiments, systems, methods and devices are provided for insurance processing including installing a medical monitoring application associated with a user of a mobile device, the medical monitoring application including configuration data associated with at least a first medical monitoring rule, displaying, under control of the medical monitoring application, a series of instructions to cause the mobile device to be configured to communicate with at least a first biometric sensor, collecting, based on the at least first medical monitoring rule, a set of biometric data from the at least first biometric sensor, and transmitting the set of biometric data from the mobile device to a remote processing system for processing a request for insurance.

Abstract: Compounds of formula (I) are inhibitors of fatty acid amide hydrolase, (FAAH), and which are useful in the treatment of diseases or medical conditions which benefit from inhibition of FAAH activity, such as anxiety, depression pain, inflammation, and eating, sleep, neurodegenerative and movement disorders: Wherein Ar1 is optionally substituted phenyl or optionally substituted monocyclic heteroaryl having 5 or 6 ring atoms; Ar2 is optionally substituted phenyl, optionally substituted monocyclic heteroaryl having 5 or 6 ring atoms or optionally substituted fused bicyclic heteroaryl having 5 or 6 ring atoms in each fused ring; and Ar3 is a divalent radical selected from the group consisting of optionally substituted phenylene and optionally substituted monocyclic heteroarylene radicals having 5 or 6 ring atoms.

Abstract: Compounds of formula (I) are inhibitors of fatty acid amide hydrolase, (FAAH), and which are useful in the treatment of diseases or medical conditions which benefit from inhibition of FAAH activity, such as anxiety, depression pain, inflammation, and eating, sleep, neurodegenerative and movement disorders: Wherein Ar1 is optionally substituted phenyl or optionally substituted monocyclic heteroaryl having 5 or 6 ring atoms; Ar2 is optionally substituted phenyl, optionally substituted monocyclic heteroaryl having 5 or 6 ring atoms or optionally substituted fused bicyclic heteroaryl having 5 or 6 ring atoms in each fused ring; and Ar3 is a divalent radical selected from the group consisting of optionally substituted phenylene and optionally substituted monocyclic heteroarylene radicals having 5 or 6 ring atoms.