Learning device with continuous configuration capability

    公开(公告)号:US09747554B2

    公开(公告)日:2017-08-29

    申请号:US14286244

    申请日:2014-05-23

    IPC分类号: G06N99/00

    CPC分类号: G06N99/005

    摘要: An embodiment method for continuous configuration of learning devices includes operations for storing, by a learning device within a decentralized system of a plurality of learning devices, events obtained while in a monitoring mode, activating a triggered mode for a reflex when at least one of the stored events corresponds to a trigger pattern, determining whether the reflex has a trigger weight exceeding a trigger weight threshold, conducting the predetermined action associated with the reflex when the trigger weight exceeds the trigger weight threshold, obtaining at least one additional event while in the triggered mode, adjusting the trigger weight of the reflex when the at least one additional event corresponds to a correction pattern or a reward pattern occurring in response to conducting the predetermined action, and creating a second reflex when the at least one additional event does not correspond to a known pattern.

    Implementing structural plasticity in an artificial nervous system
    2.
    发明授权
    Implementing structural plasticity in an artificial nervous system 有权
    在人造神经系统中实施结构可塑性

    公开(公告)号:US09449270B2

    公开(公告)日:2016-09-20

    申请号:US14157143

    申请日:2014-01-16

    IPC分类号: G06F15/18 G06N3/08 G06N3/04

    摘要: Methods and apparatus are provided for implementing structural plasticity in an artificial nervous system. One example method for altering a structure of an artificial nervous system generally includes determining a synapse in the artificial nervous system for reassignment, determining a first artificial neuron and a second artificial neuron for connecting via the synapse, and reassigning the synapse to connect the first artificial neuron with the second artificial neuron. Another example method for operating an artificial nervous system, generally includes determining a synapse in the artificial nervous system for assignment; determining a first artificial neuron and a second artificial neuron for connecting via the synapse, wherein at least one of the synapse or the first and second artificial neurons are determined randomly or pseudo-randomly; and assigning the synapse to connect the first artificial neuron with the second artificial neuron.

    摘要翻译: 提供了在人造神经系统中实现结构可塑性的方法和装置。 用于改变人造神经系统的结构的一个示例性方法通常包括确定用于重新分配的人造神经系统中的突触,确定第一人造神经元和第二人造神经元以经由突触连接,以及重新分配突触以连接第一人工神经元 神经元与第二个人造神经元。 用于操作人造神经系统的另一示例性方法通常包括确定用于分配的人造神经系统中的突触; 确定经由所述突触连接的第一人造神经元和第二人造神经元,其中所述突触或所述第一和第二人造神经元中的至少一个被随机地或伪随机地确定; 并分配突触将第一人工神经元与第二人造神经元连接。

    Monitoring neural networks with shadow networks
    4.
    发明授权
    Monitoring neural networks with shadow networks 有权
    用阴影网络监测神经网络

    公开(公告)号:US09558442B2

    公开(公告)日:2017-01-31

    申请号:US14162646

    申请日:2014-01-23

    IPC分类号: G06N3/04

    CPC分类号: G06N3/0454 G06N3/049

    摘要: A method for generating an event includes monitoring a first neural network with a second neural network. The method also includes generating an event based on the monitoring. The event is generated at the second neural network. The event may be generated based on a spike received at the second network during the monitoring.

    摘要翻译: 一种用于产生事件的方法包括利用第二神经网络来监视第一神经网络。 该方法还包括基于监视生成事件。 该事件在第二神经网络中产生。 可以基于在监视期间在第二网络处接收的尖峰来生成事件。

    Control normalization for unmanned autonomous systems
    5.
    发明授权
    Control normalization for unmanned autonomous systems 有权
    控制无人自主系统的归一化

    公开(公告)号:US09545995B1

    公开(公告)日:2017-01-17

    申请号:US14798715

    申请日:2015-07-14

    摘要: Methods, systems, and process-readable media include an autonomous vehicle override control system that receives override commands from a pilot qualified on a first type of unmanned autonomous vehicle (UAV) and translates the inputs into suitable commands transmitted to a target UAV of a second UAV type. A pilot's certification for a first UAV type may be determined from the pilot's login credentials. The system may obtain a first control model for the first UAV type and a second control model for the target UAV. Pilot input commands processed through the first control model may be used to calculate movements of a virtual UAV of the type. The system may estimate physical movement of the target UAV similar to the first physical movement, and generate an override command for the target UAV using the second control model and the second physical movement. Control models may accommodate current conditions and pilot experience.

    摘要翻译: 方法,系统和过程可读介质包括自动车辆覆盖控制系统,其从在第一类型的无人自主车辆(UAV)上限定的飞行器接收超控命令,并且将输入转换为传输到第二类型的目标UAV的合适命令 无人机类型。 飞行员的第一个UAV类型的认证可以从飞行员的登录凭据确定。 该系统可以获得用于第一UAV类型的第一控制模型和用于目标UAV的第二控制模型。 可以使用通过第一控制模型处理的导频输入命令来计算该类型的虚拟UAV的移动。 系统可以估计目标UAV的物理运动,类似于第一物理运动,并且使用第二控制模型和第二物理运动生成针对目标UAV的覆盖命令。 控制模型可以适应当前条件和飞行员体验。

    SYSTEMS AND METHODS FOR REMOTE DISTRIBUTED CONTROL OF UNMANNED AIRCRAFT
    6.
    发明申请
    SYSTEMS AND METHODS FOR REMOTE DISTRIBUTED CONTROL OF UNMANNED AIRCRAFT 有权
    用于远程分配控制的无人机的系统和方法

    公开(公告)号:US20160370800A1

    公开(公告)日:2016-12-22

    申请号:US14741888

    申请日:2015-06-17

    IPC分类号: G05D1/00

    摘要: Methods, systems, and devices are disclosed for providing control of an unmanned aircraft (UA). A server may receive an indication from a UA that a transition from autonomous flight to pilot controlled flight is required while the UA is in autonomous flight. The server may select a pilot station for providing pilot controlled flight of the UA. Selecting a pilot station for providing pilot controlled flight of the UA may be based on a pilot criterion associated with the pilot station. A UA may detect a condition that requires a transition from autonomous flight to pilot controlled flight and establish a pilot criterion for pilot controlled flight based on the detected condition. The UA may send a request for a pilot that includes the pilot criterion and information about the condition.

    摘要翻译: 公开了用于提供对无人驾驶飞机(UA)的控制的方法,系统和装置。 服务器可以从UA接收到在UA处于自主飞行中时需要从自主飞行到飞行员控制飞行的转换的指示。 服务器可以选择用于提供UA的飞行员控制飞行的飞行员站。 选择用于提供UA的飞行员控制飞行的导频站可以基于与该导频站相关联的导频标准。 UA可以检测到需要从自主飞行到飞行员控制飞行的过渡的条件,并且基于检测到的条件建立飞行员控制飞行的导频标准。 UA可以发送对包括导频标准和关于条件的信息的飞行员的请求。

    AC load detection and control unit
    7.
    发明授权
    AC load detection and control unit 有权
    交流负载检测和控制单元

    公开(公告)号:US09413258B2

    公开(公告)日:2016-08-09

    申请号:US14248524

    申请日:2014-04-09

    摘要: Devices and methods for controlling a state of a load powered by an AC power source include a control unit having a memory, a processor coupled to the memory, a current sensor, a relay and a phase detector. The current sensor detects whether current is drawn by the load. The processor is configured to receive from the current sensor a state indication including whether current is drawn by the load. The processor may store the received state indication in the memory. The phase detector detects a zero-crossing point of the AC power source and provides that indication to the processor. In response to receiving the state indication, the processor is configured to activate the relay to change a phase of current to the load using the zero-crossing point detected by the phase detector in order to limit current flowing to the load in order to remotely turn off the load.

    摘要翻译: 用于控制由AC电源供电的负载状态的装置和方法包括具有存储器的控制单元,耦合到存储器的处理器,电流传感器,继电器和相位检测器。 电流传感器检测电流是否由负载引起。 处理器被配置为从当前传感器接收状态指示,包括电流是否由负载绘制。 处理器可以将接收到的状态指示存储在存储器中。 相位检测器检测交流电源的过零点,并将该指示提供给处理器。 响应于接收到状态指示,处理器被配置为使用由相位检测器检测到的过零点来激活继电器来改变到负载的电流相位,以限制流向负载的电流,以便远程转向 关闭负载。

    Network Access and Control for Mobile Devices
    9.
    发明申请
    Network Access and Control for Mobile Devices 有权
    移动设备的网络访问和控制

    公开(公告)号:US20150237055A1

    公开(公告)日:2015-08-20

    申请号:US14531283

    申请日:2014-11-03

    IPC分类号: H04L29/06

    摘要: Systems, methods, and devices of the various embodiments enable content controls to be implemented by a modem of a mobile device to ensure the controls are implemented regardless of whether an application processor of the mobile device has been rooted. In an embodiment, content controls may be implemented by a modem or list component separate from the application processor when in a subsidized content delivery mode. In an embodiment, content controls may include a whitelist and/or a blacklist of IP addresses that addresses of content requests may be compared against to filter authorized content from unauthorized content. Content requests for authorized content may be sent to the content location, while content requests for unauthorized content may be dropped. In the various embodiments, a whitelist and/or blacklist may be updated on demand and/or automatically by a whitelist/blacklist management portal.

    摘要翻译: 各种实施例的系统,方法和设备使得能够由移动设备的调制解调器实现内容控制,以确保控制被实现,而不管移动设备的应用处理器是否已经扎根。 在实施例中,当在补贴内容递送模式中时,内容控制可以由与应用处理器分离的调制解调器或列表组件来实现。 在一个实施例中,内容控件可以包括白名单和/或黑名单的IP地址,可以将内容请求的地址与未授权的内容过滤授权的内容进行比较。 对授权内容的内容请求可以被发送到内容位置,而未授权内容的内容请求可能被丢弃。 在各种实施例中,白名单和/或黑名单可以根据需要和/或由白名单/黑名单管理门户自动更新。