A computer-implemented method for training a convolutional neural network (CNN) is presented. The method includes extracting coordinates of corresponding points in the first and second locations, identifying positive points in the first and second locations, identifying negative points in the first and second locations, training features that correspond to positive points of the first and second locations to move closer to each other, and training features that correspond to negative points in the first and second locations to move away from each other.

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Universal correspondence network

Systems and methods for authentication using paired dynamic secrets in secured wireless networks are provided. Each authenticated user is assigned a random secret generated so as to be unique to the user. The secret is associated with a wireless interface belonging to the user, so that no other wireless interface may use the same secret to access the network. The secret may be updated either periodically or at the request of a network administrator, and reauthentication of the wireless network may be required.

Dynamic Authentication in Secured Wireless Networks

Initiating a virtual presence at a physical access point in response to a request for a service from a wireless access device is provided. A particular wireless service may be provided to a subscriber on an on-demand basis according to location and/or type of service requested. The service may be terminated when demand for the service comes to an end whereby a common wireless service infrastructure may be shared amongst service providers thus eliminating the need for radio channel coordination and otherwise enhancing service quality for those service providers.

On-demand services by wireless base station virtualization

The system monitors a wireless device, detects when the device has failed or is not operating properly, and is able to remotely reset the device. The device may be reset remotely without a technician required to physically attend to the device. This out of band management allows for quicker, cheaper and more efficient handling of undesired states of a device, such as failure to operate. For a modem, the system may detect that the modem is not broadcasting a signal or is not communicating with the Internet or other network. The reset may be implemented through an access point in communication with the malfunctioning modem. For an access point, the system may detect that the access point is not communicating with a modem or another access point. The reset may be implemented by a neighboring access point or modem.

Remote cable access point reset

Systems and methods for provisioned configuration of wireless devices to allow access to restricted wireless networks are provided. Using an open wireless or wired network, a user of a wireless device may be authenticated. A configuration application, which includes the parameters and policies of the provisioned configuration, is generated, transferred to, and executed on the wireless device. Following configuration by the application, the wireless device is allowed to access the restricted wireless network within the parameters and policies of the provisioned configuration.

Provisioned configuration for automatic wireless connection

Data is received characterizing a request for agent computation of sensor data. The request includes a required confidence and required latency for completion of the agent computation. Agents to query are determined based on the required confidence. Data is transmitted to query the determined agents to provide analysis of the sensor data. Related apparatus, systems, techniques, and articles are also described.

Platform for Gathering Real-Time Analysis

A framework for enabling the usage of mobile devices in a remote sensing and reporting role are provided herein. Embodiments of the present invention provide methods and systems for enabling the usage of mobile devices in a remote sensing and reporting role. Embodiments of the present invention use existing mobile network infrastructure to engage mobile users in remote sensing and reporting tasks. Further, embodiments of the present invention enable rapid set up of remote sensing and reporting applications with relatively little technical skills.

Framework for agile mobile applications

Training Artificial Intelligence

Sensor data is received The sensor data is classified into one of two or more classes by at least requesting processing of a machine computational component, receiving a result of the machine computation component, requesting processing of an agent computation component, and receiving a result of the agent computation component The agent computation component includes a platform to query an agent The result from the agent computation component or the result from the machine computation component is provided Related apparatus, systems, techniques, and articles are also described

Augmented Machine Decision Making

Sensor data is received. The sensor data is classified into one of two or more classes by at least requesting processing of a machine computational component, receiving a result of the machine computation component, requesting processing of an agent computation component, and receiving a result of the agent computation component. The agent computation component includes a platform to query an agent. The result from the agent computation component or the result from the machine computation component is provided. Related apparatus, systems, techniques, and articles are also described.

Brandon Wolfe

Papers

Platform for Gathering Real-Time Analysis

Framework for agile mobile applications

Training Artificial Intelligence

Augmented Machine Decision Making

Framework for augmented machine decision making