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1. 发明授权

US08463025B2 Distributed artificial intelligence services on a cell phone 有权
标题翻译：在手机上分布式人工智能服务
公开(公告)号：US08463025B2
公开(公告)日：2013-06-11
申请号：US13094284
申请日：2011-04-26
申请人： Iain Melvin , Koray Kavukcuoglu , Akshat Aranya , Bing Bai
发明人： Iain Melvin , Koray Kavukcuoglu , Akshat Aranya , Bing Bai
IPC分类号： G06F7/00 , G06E1/00
CPC分类号： G06K9/00979
摘要： A cell phone having distributed artificial intelligence services is provided. The cell phone includes a neural network for performing a first pass of object recognition on an image to identify objects of interest therein based on one or more criterion. The cell phone also includes a patch generator for deriving patches from the objects of interest. Each of the patches includes a portion of a respective one of the objects of interest. The cell phone additionally includes a transmitter for transmitting the patches to a server for further processing in place of an entirety of the image to reduce network traffic.
摘要翻译：提供了具有分布式人工智能服务的手机。手机包括用于基于一个或多个标准在图像上执行对象识别的第一遍以识别其中的对象的神经网络。手机还包括用于从感兴趣的对象导出补丁的补丁生成器。每个补丁包括感兴趣对象中的相应一个对象的一部分。手机还包括用于将补丁发送到服务器用于进一步处理以代替整个图像以减少网络流量的发射器。

2. 发明申请

US20120215652A1 MARKETPLACE FOR SENSOR DATA FROM MOBILE DEVICES AND ITS ABSTRACTIONS 审中-公开
标题翻译：用于移动设备传感器数据的市场及其摘要
公开(公告)号：US20120215652A1
公开(公告)日：2012-08-23
申请号：US13399419
申请日：2012-02-17
申请人： Iain Melvin , Murugan Sankaradas , Yun Chi , Hojjat Jafarpour
发明人： Iain Melvin , Murugan Sankaradas , Yun Chi , Hojjat Jafarpour
IPC分类号： G06Q30/06 , G06F17/30
CPC分类号： G06Q30/06 , G06F16/24575
摘要： Systems and methods for the exchange of sensor data and its abstractions include one or more service hubs, including a first service hub. A query input is configured to receive a query that makes requests for sensor data on at least one of the one or more service hubs and receives processed sensor data as a context of at least one user of a mobile device. In response to a request for processed sensor data, the first service hub is configured to request sensor data from one or more mobile devices by sending a request to be scheduled by an application executed on the one or more mobile devices. The first service hub is further configured to process the sensor data and return the processed sensor data to at least one of the query and a higher-level service hub.
摘要翻译：用于交换传感器数据及其抽象的系统和方法包括一个或多个服务集线器，包括第一服务集线器。查询输入被配置为接收在所述一个或多个服务集线器中的至少一个服务集线器上请求传感器数据的查询，并接收处理的传感器数据作为移动设备的至少一个用户的上下文。响应于对处理的传感器数据的请求，第一服务集线器被配置为通过发送由在一个或多个移动设备上执行的应用来调度的请求来请求来自一个或多个移动设备的传感器数据。第一服务集线器还被配置为处理传感器数据并将处理的传感器数据返回到查询和更高级服务集线器中的至少一个。

3. 发明授权

US08706668B2 Feature set embedding for incomplete data 有权
标题翻译：功能集嵌入不完整的数据
公开(公告)号：US08706668B2
公开(公告)日：2014-04-22
申请号：US13151480
申请日：2011-06-02
申请人： Iain Melvin , David Grangier
发明人： Iain Melvin , David Grangier
IPC分类号： G06F17/00
CPC分类号： G06F17/30598 , G06N99/005
摘要： Methods and systems for classifying incomplete data are disclosed. In accordance with one method, pairs of features and values are generated based upon feature measurements on the incomplete data. In addition, a transformation function is applied on the pairs of features and values to generate a set of vectors by mapping each of the pairs to a corresponding vector in an embedding space. Further, a hardware processor applies a prediction function to the set of vectors to generate at least one confidence assessment for at least one class that indicates whether the incomplete data is of the at least one class. The method further includes outputting the at least one confidence assessment.
摘要翻译：公开了分类不完整数据的方法和系统。根据一种方法，基于不完整数据上的特征测量生成特征和值对。另外，通过将每个对映射到嵌入空间中的对应向量，将特征和值对应用于变换函数以生成一组向量。此外，硬件处理器对所述一组向量应用预测函数，以生成指示所述不完整数据是否是至少一个类的至少一个类的至少一个置信度评估。该方法还包括输出至少一个置信度评估。

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