Abstract: The present disclosure provides a computation method and related products of a recurrent neural network. The computation methods includes the following steps: obtaining computation operators and data of the recurrent neural network, where the computation operators include n micro-operators of computation step, and the computation operators further include a mark number before a first micro-operator corresponding to a first computation step and jump micro-operators after an n-th micro-operator of computation step; and performing the n micro-operators of computation step on data at a first time to obtain output results of the first time; and performing the jump micro-operators at a second time to make the computation operators jump to the mark number and continue to perform the n micro-operators of computation step. The technical solution provided by the present disclosure has the advantage of low overhead.

Abstract: A method for searching a point of interest (POI) around a location is provided. The method includes receiving information relating to a target location associated with a user from a terminal and determining a target geocode value relating to the target location. The method also includes obtaining a geocode structure for determining POIs. The method further includes determining at least one POI relating to the target location based on the geocode structure and the target geocode value.

Abstract: A method for searching a point of interest (POI) around a location is provided. The method includes receiving information relating to a target location associated with a user from a terminal and determining a target geocode value relating to the target location. The method also includes obtaining a geocode structure for determining POIs. The method further includes determining at least one POI relating to the target location based on the geocode structure and the target geocode value.

Abstract: Data to be moved from a source system to a target system, for a set of tenants, is first identified. It is then isolated into its own container. The contents are then moved.

Abstract: A method and system are disclosed for more efficiently constructing a volatility surface. The methodology results in measurable reduction in the quantity of storage memory space needed on a computer executing the novel methodology, reduces the measurable, on-demand computational load on the processor(s) of a computer executing the novel methodology, and permits as-of-day calculations of the volatility surface that were previously impossible to obtain in near real-time.

Abstract: A magnetic resonance imaging (MRI) system, comprising: a magnetics system comprising: a B0 magnet configured to provide a B0 field for the MRI system; gradient coils configured to provide gradient fields for the MRI system; and at least one RF coil configured to detect magnetic resonance (MR) signals; and a controller configured to: control the magnetics system to acquire MR spatial frequency data using non-Cartesian sampling; and generate an MR image from the acquired MR spatial frequency data using a neural network model comprising one or more neural network blocks including a first neural network block, wherein the first neural network block is configured to perform data consistency processing using a non-uniform Fourier transformation.

Abstract: A magnetic resonance imaging (MRI) system, comprising: a magnetics system comprising: a B0 magnet configured to provide a B0 field for the MRI system; gradient coils configured to provide gradient fields for the MRI system; and at least one RF coil configured to detect magnetic resonance (MR) signals; and a controller configured to: control the magnetics system to acquire MR spatial frequency data using non-Cartesian sampling; and generate an MR image from the acquired MR spatial frequency data using a neural network model comprising one or more neural network blocks including a first neural network block, wherein the first neural network block is configured to perform data consistency processing using a non-uniform Fourier transformation.

Abstract: Methods and systems with 129Xe dynamic spectroscopy with a fitting function that includes one or more non-Lorentzians, optionally with a barrier Voigt, and signal processing for identifying cardiogenic oscillations for evaluating disease states, use in drug discovery or monitoring disease status.

Abstract: A method and system are disclosed for more efficiently constructing a volatility surface. The methodology results in measurable reduction in the quantity of storage memory space needed on a computer executing the novel methodology, reduces the measurable, on-demand computational load on the processor(s) of a computer executing the novel methodology, and also permits as-of-day calculations of the volatility surface that were previously impossible to obtain in near real-time.

Abstract: Directory information and content for two separate tenants are merged by identifying a first of tenants as a hub tenant and a second of the tenants as a satellite tenant. The hub tenant is modified to include two instances, or data containers, one instance for the hub tenant and another instance for the satellite tenant. Directory merger logic re-associates identity account items in the satellite instance, with the hub instance, by replacing a tenant identifier in the identity account items of the satellite instance with a tenant identifier corresponding to the hub instance. Unique identifiers for users of the satellite instance are maintained unchanged. Content merger logic re-associates content items of the satellite instance with the hub instance by setting a tenant identifier for all satellite content items to the tenant identifier corresponding to the hub instance.

Abstract: Directory information and content for two separate tenants are merged by identifying a first of tenants as a hub tenant and a second of the tenants as a satellite tenant. The hub tenant is modified to include two instances, or data containers, one instance for the hub tenant and another instance for the satellite tenant. Directory merger logic re-associates identity account items in the satellite instance, with the hub instance, by replacing a tenant identifier in the identity account items of the satellite instance with a tenant identifier corresponding to the hub instance. Unique identifiers for users of the satellite instance are maintained unchanged. Content merger logic re-associates content items of the satellite instance with the hub instance by setting a tenant identifier for all satellite content items to the tenant identifier corresponding to the hub instance.

Abstract: An internet marketing analytics system to quantify visitor website activity, the system including a database having a plurality of parameters having any portion of the following; site visits, total revenue, bounce rate, conversion rate, orders, average order value, value per visit, pages per visit, new visits, units, cart additions, cart removals, internal search, click through rate, revenue per visit, open rate, email list, impressions, visit duration, percent new visitors, percent return visitors, post volume, net promoter score, social referring traffic, total cost, search term, exit rate, page views, and product type, plus non website related visitor internet activity. The system producing a multi-variate visual spatial display of the database including at least three parameters being simultaneously displayed and modifying the display to selectively emphasize a parameter to be displayed as an X, Y, or Z axis for clarity, for modifying a component of the database to optimize website efficiency.

Abstract: A method for searching a point of interest (POI) around a location is provided. The method includes receiving information relating to a target location associated with a user from a terminal and determining a target geocode value relating to the target location. The method also includes obtaining a geocode structure for determining POIs. The method further includes determining at least one POI relating to the target location based on the geocode structure and the target geocode value.

Abstract: Systems and methods are provided for efficiently determining prices of futures, spreads and swaps by considering product interdependencies. The disclosed systems and methods use interpolation, extrapolation and backward propagation to produce accurate results.

Abstract: A method and system are disclosed for more efficiently constructing a volatility surface. The methodology results in measurable reduction in the quantity of storage memory space needed on a computer executing the novel methodology, reduces the measurable, on-demand computational load on the processor(s) of a computer executing the novel methodology, and also permits as-of-day calculations of the volatility surface that were previously impossible to obtain in near real-time.

Abstract: Data to be moved from a source system to a target system, for a set of tenants, is first identified. It is then isolated into its own container. The contents are then moved.

Abstract: A method for treating cancer by using an agent which is capable of inhibiting the functionality of the MCM complex, a heterohexameric ring formed from six subunits, in the process of DNA replication and a method of screening for such agents by detecting the locations and functions of the MCM subunits, such as hMcm2 and hMcm6, in cells treated with candidate compounds.

Abstract: The disclosed embodiments relate to minimization of risk of loss, and thereby minimization of margin and/or guarantee fund requirements, for a portfolio of interest rate swap (“IRS”) positions held by a market participant. The disclosed embodiments identify proposed trades across portfolios wherein execution of the proposed trade would result in a reduction of the risk of loss of the portfolio and the other portfolio, by iteratively testing each of a set of candidate trades between substantially equivalent positions in the portfolio and other portfolio for an effect on the risk of loss of the portfolio, the identified proposed trade comprising a candidate trade which results in a reduction in risk of loss of the portfolio in excess of a threshold. The disclosed embodiments then provide each of the identified proposed trades to at least the market participant who holds the subject portfolio for acceptance thereby.

Abstract: The disclosed embodiments relate to reducing, minimizing or otherwise optimizing margin requirements for a trader having both an interest rate (IR) futures and over-the-counter (OTC) interest rate swaps (IRS) accounts by efficiently allocating IR futures across both accounts.

Abstract: The present invention relates to a method for controlling cache mapping and a cache system. The method includes: changing, at a preset time interval, a target data block in a cache of an underlying storage medium, where at least one data block in the underlying storage medium is mapped to the target data block, one or more data blocks in the underlying storage medium are mapped only to one target data block in the cache, the cache of the underlying storage medium includes a flash memory medium, and the changed target data block in the cache includes the target data block currently having the maximum number of erasure times in the cache. By utilizing the technical solution, the service life of the flash memory medium can be optimized.