Verizon Patent and Licensing Inc.

The Bank of New York Mellon Corporation

Abhinav Prasad

Christopher M Schmidt

Krishna Pichumani Iyer

Carol Becht

Siva Sandeep Dhandu

Yikai Feng

Christopher Policastro

The disclosure relates to systems and methods of improved attention for neural networks. A system may access a first array of entries and a second array of entries, wherein the first array represents a first word embedding generated from one or more first characters of an input and the second array represents a second word embedding from the one or more second characters of the input. A system may generate at least a first difference matrix based on the first array and at least a second difference matrix based on the second array. A system may determine a difference value based on vector based at least in part on the difference value. A system may provide the context vector to subsequent layers of a neural network.

Differential attention for neural networks

A base station device may include a memory configured to store instructions and a processor configured to execute the instructions to obtain one or more radio signal quality parameter values associated with a user equipment (UE) device and determine a channel quality class associated with the UE device based on the obtained one or more radio signal quality parameter values using a machine learning model. The processor may be further configured to identify an application data stream associated with the UE device, select an application bandwidth for the application data stream based on the determined channel quality class, and send application data associated with the application data stream to the UE device based on the selected application bandwidth.

Systems and methods for wireless low latency traffic scheduler

A system described herein may use a Bloom filter to reduce unnecessary accesses to memory. The filter may provide constant search time through hashing and use a relatively small amount of space. The filter may utilize hashing functions to generate a key associated with each data item of a set of data items, where the bit length of the key may be calibrated and tuned for selection of a minimum key length (in number of bits) versus a desired false positive rate. Such keys may be combined to form the filter. The resulting filter may be compared to various request keys that are generated using the same hashing functions in order to determine whether a requested item is present in the associated memory. The keys may be compared to the filter by comparing each bit in the key to each bit of the filter at the same location.

Systems and methods for providing an adaptive attention-based bloom filter for tree-based information repositories

A method, a device, and a non-transitory storage medium that stores instructions to store one or multiple instances of first data that indicate one or multiple types of forward error correction (FEC) coding schemes supported by an end device; generate a radio resource control connection request; select one of the one or multiple instances of first data during the generation of the radio resource control connection request; include the one of the one or multiple instances of first data in the radio resource control connection request in response to the selection; and transmit the radio resource control connection request to a wireless station of a wireless network in response to the inclusion.

Coding scheme selection for 5G air interface

Compatibility and/or compliance testing for a wireless cellular network may be performed using a testing system that includes a device that implements multiple base stations in a single hardware device. Additionally, a network simulation server may simulate a core portion of the wireless cellular network. Test cases, such as test cases defined using a scripting language, may be received and the test cases may be interpreted to obtain configuration information for the testing system. Based on the configuration information, the base stations and the simulated network devices may be initially configured. After configuration, and based on the test case, a UE may be controller to interact with the simulated network in a manner implements the desired compatibility and/or compliance tests.

Testing and validation of user equipment for a cellular network

Techniques are described that provide for the collaborative co-existence of LTE-U base stations and access points associated with technologies, such as WiFi, that use unlicensed frequency spectrum. In one implementation, a LTE-U device may select a frequency block, in an unlicensed frequency spectrum, based on measured signal strengths and decoded Master Information Blocks (MIBs) that are broadcast in the unlicensed frequency spectrum. The LTE-U device may initiate communications via the selected frequency block by transmitting a MIB that includes a token identifier field that identifies the selected frequency block.

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Edison, NJ, United States of America

Abhinav Prasad