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    • 2. 发明申请
    • TEMPORAL MEMORY USING SPARSE DISTRIBUTED REPRESENTATION
    • 使用稀疏分布式表示的时间记忆
    • US20110225108A1
    • 2011-09-15
    • US13046464
    • 2011-03-11
    • Jeffrey C. HawkinsRonald Marianetti, IIAnosh RajSubutai Ahmad
    • Jeffrey C. HawkinsRonald Marianetti, IIAnosh RajSubutai Ahmad
    • G06F15/18
    • G06N99/005G06N3/0472G06N3/049G06N7/005
    • A processing node in a temporal memory system includes a spatial pooler and a sequence processor. The spatial pooler generates a spatial pooler signal representing similarity between received spatial patterns in an input signal and stored co-occurrence patterns. The spatial pooler signal is represented by a combination of elements that are active or inactive. Each co-occurrence pattern is mapped to different subsets of elements of an input signal. The spatial pooler signal is fed to a sequence processor receiving and processed to learn, recognize and predict temporal sequences in the input signal. The sequence processor includes one or more columns, each column including one or more cells. A subset of columns may be selected by the spatial pooler signal, causing one or more cells in these columns to activate.
    • 时间存储器系统中的处理节点包括空间池和序列处理器。 空间合并器产生表示输入信号中的接收的空间模式与存储的同现模式之间的相似性的空间池信号。 空间池信号由活动或非活动的元素的组合表示。 每个同现模式被映射到输入信号的元素的不同子集。 空间分组信号被馈送到接收和处理的序列处理器以学习,识别和预测输入信号中的时间序列。 序列处理器包括一个或多个列,每列包括一个或多个单元。 可以通过空间池信号来选择列的子集,导致这些列中的一个或多个单元被激活。
    • 3. 发明申请
    • METHOD FOR VIDEO ENABLED ELECTRONIC COMMERCE
    • 视频启用电子商务的方法
    • US20100266051A1
    • 2010-10-21
    • US12828500
    • 2010-07-01
    • Subutai AhmadG. Scott France
    • Subutai AhmadG. Scott France
    • H04N7/12
    • G06Q30/00G06Q30/0643
    • A method is provided for conducting commerce over a network via vision-enabled content. First, content is encoded to convert it into vision-enabled content. Payment is received for vision-enabling the content. Also, a program to decode the vision-enabled content is provided. Finally, the vision-enabled content is sent to a user over a network. The program decodes the vision-enabled content and receives an image of the user. The vision-enabled content may include advertising content, entertainment content, and educational or instructional content. In one embodiment, the program combines the image of the user with the vision-enabled content. In another embodiment, the program utilizes the image of the user to control the vision-enabled content.
    • 提供了一种通过启用视觉的内容通过网络进行商务的方法。 首先,内容被编码以将其转换为启用视觉的内容。 收到付款是为了使愿景的内容。 此外,提供了解码视觉启用内容的程序。 最后,启用视觉的内容通过网络发送给用户。 程序解码启用视觉的内容并接收用户的图像。 视觉启发的内容可以包括广告内容,娱乐内容以及教育或教学内容。 在一个实施例中,该程序将用户的图像与启用视觉的内容相结合。 在另一个实施例中,程序利用用户的图像来控制启用视觉的内容。
    • 4. 发明授权
    • Model based compositing
    • 基于模型的合成
    • US07663647B2
    • 2010-02-16
    • US11477047
    • 2006-06-27
    • Subutai Ahmad
    • Subutai Ahmad
    • G09G5/00H04N9/74
    • G06T5/40G06T5/008G06T11/00G06T2207/10016G11B27/034H04N5/272
    • Digitally compositing an object from an input image onto a destination image is disclosed. The object is composited from an image having an arbitrary or non-uniform colored background containing some non-static elements onto a destination image with reduced effects from shadows cast by the object and with reduced gaps or holes within the object. The effect of shadows emanating from the object is reduced so that the composited object in the destination image contains only the object clearly outlined by the object's physical boundaries without the effect of shadows cast by the object.
    • 公开了将物体从输入图像数字合成到目的地图像上。 该对象从包含一些非静态元素的任意或不均匀的彩色背景的图像合成到目的地图像上,具有由对象投射的阴影和对象内的减少的间隙或孔的减小的效果。 减少从对象发出的阴影的效果,使得目标图像中的合成对象仅包含对象的物理边界清楚地列出的对象,而不受对象投射的阴影的影响。
    • 5. 发明申请
    • PLUGIN INFRASTRUCTURE FOR HIERARCHICAL TEMPORAL MEMORY (HTM) SYSTEM
    • 用于分层时间记忆(HTM)系统的插入式基础设施
    • US20090240886A1
    • 2009-09-24
    • US12402261
    • 2009-03-11
    • Giyora SayfanSubutai AhmadCharles Curry
    • Giyora SayfanSubutai AhmadCharles Curry
    • G06F12/08G06F3/048
    • G06N3/02
    • A system for implementing a hierarchical temporal memory (HTM) network using a plugin infrastructure. The plugin infrastructure registers the plugins to be used in instantiating the HTM network. The plugin may include one or more functions for creating one or more components of the HTM network in a runtime engine. The plugin is associated with a component specification describing the components of the HTM network created by invoking the functions of the plugin. After the plugin is registered, the plugin infrastructure allows functions of the plugin to be invoked to instantiate The HTM network on a runtime engine. After the HTM network is instantiated, the runtime engine may run the instance of the HTM network to learn and infer the causes of input data. The system may also include one or more external programs to provide various supporting operations associated with the runtime engine by referencing the component specification. The supporting operations that can be performed by the external programs include, among others, validating a netlist defining the structure of the HTM network, build help information for the component, and generating a graphical user interface associated with the HTM network.
    • 一种使用插件基础设施实现分级时间存储器(HTM)网络的系统。 插件基础设施注册用于实例化HTM网络的插件。 插件可以包括用于在运行时引擎中创建HTM网络的一个或多个组件的一个或多个功能。 该插件与描述通过调用插件的功能创建的HTM网络的组件的组件规范相关联。 注册插件后,插件基础架构允许调用插件的功能来在运行时引擎上实例化HTM网络。 在HTM网络被实例化之后,运行时引擎可以运行HTM网络的实例来学习和推断输入数据的原因。 该系统还可以包括一个或多个外部程序,以通过参考组件规范来提供与运行时引擎相关联的各种支持操作。 可以由外部程序执行的支持操作包括验证定义HTM网络的结构的网表,构建组件的帮助信息,以及生成与HTM网络相关联的图形用户界面。
    • 10. 发明授权
    • Method and apparatus for providing interactive karaoke entertainment
    • 用于提供交互式卡拉OK娱乐的方法和装置
    • US06971882B1
    • 2005-12-06
    • US10749800
    • 2003-12-30
    • David KumarSubutai Ahmad
    • David KumarSubutai Ahmad
    • G09B5/00G09B19/00G10H1/36
    • G10H1/368G09B19/0015
    • An interactive karaoke system includes a microphone developing an audio input from at least one karaoke performer; a camera producing a series of video frames including the at least one karaoke performer; and a karaoke processor system including a video environment and a related audio environment for the karaoke performer. The karaoke processor system is coupled to the camera to create extracted images of the at least one karaoke performer from the series of video frames and to composite the extracted images with a background derived from the video environment. The video environment is affected by at least one of a position and a movement of the at least one karaoke performer. A karaoke network includes a local area network, a local karaoke server coupled to the local area network and storing local karaoke content; and a number of karaoke systems coupled to the local area network, each of which can request karaoke content from the local karaoke server.
    • 一种交互式卡拉OK系统,包括从至少一个卡拉OK表演者开发音频输入的麦克风; 产生包括所述至少一个卡拉OK执行者的一系列视频帧的相机; 以及卡拉OK处理器系统,其包括用于卡拉OK演奏者的视频环境和相关音频环境。 卡拉OK处理器系统耦合到相机以从该系列视频帧创建至少一个卡拉OK执行者的提取图像,并且将所提取的图像与从视频环境导出的背景合成。 视频环境受到至少一个卡拉OK表演者的位置和运动中的至少一个的影响。 卡拉OK网络包括局域网,耦合到局域网的本地卡拉OK服务器并存储本地卡拉OK内容; 以及耦合到局域网的多个卡拉OK系统,每个卡拉OK系统可以从本地卡拉OK服务器请求卡拉OK内容。