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公开(公告)号：US06397259B1
公开(公告)日：2002-05-28
申请号：US09087563
申请日：1998-05-29
IPC分类号： G06F15173
CPC分类号： H04L51/38 , G06F17/3089 , G06F17/30905 , H04L29/06 , H04L67/04 , H04L67/28 , H04L67/2828 , H04L69/04 , H04L69/08 , H04L69/16 , H04L69/161 , H04L69/165 , H04L69/22 , H04L69/326 , H04L69/329
摘要： A wireless communications system, apparatus and methods provide packet minimized communications between a wireless client and a proxy server. The methods use novel data compression techniques to enable wireless communications devices to complete transactions by exchanging a minimum number of data packets. In many circumstances a transaction comprises a single request packet from the wireless client to the proxy server and a single response packet from the proxy server to the wireless client. The methods use a compact markup language, a compact transport protocol, a reliable message layer, hyperlink indices, server dependent forms, and a compressed user datagram protocol header. A compressed request message comprises a base document uniform resource locator followed by compressed data. The compressed data comprises field values and field indices corresponding to fields in a hyperlink document, and an indication of use of a hyperlink document. A packet of data is formatted so that a compressed user datagram protocol header comprises a first bit set to indicate that the packet destination is a proxy server, bit flags indicating inclusion of optional delivery and internet protocol fields, and a source port number identifying the requesting wireless client.
摘要翻译： 无线通信系统，装置和方法提供无线客户端和代理服务器之间的分组最小化通信。 这些方法使用新颖的数据压缩技术来使得无线通信设备能够通过交换最少数量的数据分组来完成事务。 在许多情况下，事务包括从无线客户端到代理服务器的单个请求分组以及从代理服务器到无线客户端的单个响应分组。 该方法使用紧凑的标记语言，紧凑的传输协议，可靠的消息层，超链接索引，服务器依赖的表单和压缩的用户数据报协议头。 压缩请求消息包括基本文档统一资源定位符，随后是压缩数据。 压缩数据包括对应于超链接文档中的字段的字段值和字段索引以及超链接文档的使用的指示。 数据包被格式化，使得压缩的用户数据报协议报头包括第一位，用于指示分组目的地是代理服务器，指示包括可选传递和互联网协议字段的位标志，以及标识请求的源端口号 无线客户端。
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2.发明授权Automated search for detecting patterns and sequences in data using a spatial and temporal memory system 有权使用空间和时间存储器系统自动搜索数据中的图案和序列公开(公告)号：US08504570B2
公开(公告)日：2013-08-06
申请号：US13218194
申请日：2011-08-25
CPC分类号： G06K9/6227 , G06K9/66 , G06N7/005 , G06N99/005
摘要： A spatial and temporal memory system (STMS) processes input data to detect whether spatial patterns and/or temporal sequences of spatial patterns exist within the data, and to make predictions about future data. The data processed by the STMS may be retrieved from, for example, one or more database fields and is encoded into a distributed representation format using a coding scheme. The performance of the STMS in predicting future data is evaluated for the coding scheme used to process the data as performance data. The selection and prioritization of STMS experiments to perform may be based on the performance data for an experiment. The best fields, encodings, and time aggregations for generating predictions can be determined by an automated search and evaluation of multiple STMS systems.
摘要翻译： 空间和时间存储系统（STMS）处理输入数据以检测数据中是否存在空间模式的空间模式和/或时间序列，以及对未来数据的预测。 可以从例如一个或多个数据库字段检索由STMS处理的数据，并使用编码方案将其编码为分布式表示格式。 对用于处理数据的编码方案作为性能数据，评估STMS预测未来数据的性能。 要执行的STMS实验的选择和优先级可以基于实验的性能数据。 可以通过自动搜索和评估多个STMS系统来确定用于生成预测的最佳字段，编码和时间聚合。
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公开(公告)号：US08447711B2
公开(公告)日：2013-05-21
申请号：US12052580
申请日：2008-04-14
CPC分类号： G06N3/08 , G06F15/18 , G06N3/04 , G06N3/0454 , G06N3/0472 , G06N3/049 , G06N5/02 , G06N7/005 , G06N99/005
摘要： A hierarchical temporal memory (HTM) based system may be provided as a software platform. The software platform includes: a runtime engine arranged to run an HTM network; a first interface accessible by a set of tools to configure, design, modify, train, debug, and/or deploy the HTM network; and a second interface accessible to extend a functionality of the runtime engine.
摘要翻译： 可以提供基于分级时间存储器（HTM）的系统作为软件平台。 软件平台包括：运行时引擎，用于运行HTM网络; 用于配置，设计，修改，训练，调试和/或部署HTM网络的一组工具可访问的第一接口; 以及可扩展运行时引擎的功能的第二接口。
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公开(公告)号：US09189745B2
公开(公告)日：2015-11-17
申请号：US13046464
申请日：2011-03-11
CPC分类号： G06N99/005 , G06N3/0472 , G06N3/049 , G06N7/005
摘要： 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.
摘要翻译： 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。
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5.发明授权公开(公告)号：US08645291B2
公开(公告)日：2014-02-04
申请号：US13218170
申请日：2011-08-25
CPC分类号： G06N99/005 , G06F9/3867 , G06F13/385 , G06F17/30864
摘要： A spatial and temporal memory system (STMS) processes input data to detect whether spatial patterns and/or temporal sequences of spatial patterns exist within the data, and to make predictions about future data. The data processed by the STMS may be retrieved from, for example, one or more database fields and is encoded into a distributed representation format using a coding scheme. The performance of the STMS in predicting future data is evaluated for the coding scheme used to process the data as performance data. The selection and prioritization of STMS experiments to perform may be based on the performance data for an experiment. The best fields, encodings, and time aggregations for generating predictions can be determined by an automated search and evaluation of multiple STMS systems.
摘要翻译： 空间和时间存储系统（STMS）处理输入数据以检测数据中是否存在空间模式的空间模式和/或时间序列，以及对未来数据的预测。 可以从例如一个或多个数据库字段检索由STMS处理的数据，并使用编码方案将其编码为分布式表示格式。 对用于处理数据的编码方案作为性能数据，评估STMS预测未来数据的性能。 要执行的STMS实验的选择和优先级可以基于实验的性能数据。 可以通过自动搜索和评估多个STMS系统来确定用于生成预测的最佳字段，编码和时间聚合。
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6.发明申请AUTOMATED SEARCH FOR DETECTING PATTERNS AND SEQUENCES IN DATA USING A SPATIAL AND TEMPORAL MEMORY SYSTEM 有权使用空间和时间记忆系统自动搜索数据中检测图案和序列公开(公告)号：US20130054552A1
公开(公告)日：2013-02-28
申请号：US13218194
申请日：2011-08-25
IPC分类号： G06F17/30
CPC分类号： G06K9/6227 , G06K9/66 , G06N7/005 , G06N99/005
摘要： A spatial and temporal memory system (STMS) processes input data to detect whether spatial patterns and/or temporal sequences of spatial patterns exist within the data, and to make predictions about future data. The data processed by the STMS may be retrieved from, for example, one or more database fields and is encoded into a distributed representation format using a coding scheme. The performance of the STMS in predicting future data is evaluated for the coding scheme used to process the data as performance data. The selection and prioritization of STMS experiments to perform may be based on the performance data for an experiment. The best fields, encodings, and time aggregations for generating predictions can be determined by an automated search and evaluation of multiple STMS systems.
摘要翻译： 空间和时间存储系统（STMS）处理输入数据以检测数据中是否存在空间模式的空间模式和/或时间序列，以及对未来数据的预测。 可以从例如一个或多个数据库字段检索由STMS处理的数据，并使用编码方案将其编码为分布式表示格式。 对用于处理数据的编码方案作为性能数据，评估STMS预测未来数据的性能。 要执行的STMS实验的选择和优先级可以基于实验的性能数据。 可以通过自动搜索和评估多个STMS系统来确定用于生成预测的最佳字段，编码和时间聚合。
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7.发明申请公开(公告)号：US20130054495A1
公开(公告)日：2013-02-28
申请号：US13218170
申请日：2011-08-25
IPC分类号： G06F15/18
CPC分类号： G06N99/005 , G06F9/3867 , G06F13/385 , G06F17/30864
摘要： A spatial and temporal memory system (STMS) processes input data to detect whether spatial patterns and/or temporal sequences of spatial patterns exist within the data, and to make predictions about future data. The data processed by the STMS may be retrieved from, for example, one or more database fields and is encoded into a distributed representation format using a coding scheme. The performance of the STMS in predicting future data is evaluated for the coding scheme used to process the data as performance data. The selection and prioritization of STMS experiments to perform may be based on the performance data for an experiment. The best fields, encodings, and time aggregations for generating predictions can be determined by an automated search and evaluation of multiple STMS systems.
摘要翻译： 空间和时间存储系统（STMS）处理输入数据以检测数据中是否存在空间模式的空间模式和/或时间序列，以及对未来数据的预测。 可以从例如一个或多个数据库字段检索由STMS处理的数据，并使用编码方案将其编码为分布式表示格式。 对用于处理数据的编码方案作为性能数据，评估STMS预测未来数据的性能。 要执行的STMS实验的选择和优先级可以基于实验的性能数据。 可以通过自动搜索和评估多个STMS系统来确定用于生成预测的最佳字段，编码和时间聚合。
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公开(公告)号：US20110225108A1
公开(公告)日：2011-09-15
申请号：US13046464
申请日：2011-03-11
IPC分类号： G06F15/18
CPC分类号： G06N99/005 , G06N3/0472 , G06N3/049 , G06N7/005
摘要： 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.
摘要翻译： 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。
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9.发明申请公开(公告)号：US20120226782A1
公开(公告)日：2012-09-06
申请号：US13366247
申请日：2012-02-03
IPC分类号： G06F15/16
CPC分类号： G06F17/3089 , G06F17/30905 , H04L67/04 , H04L67/28 , H04L67/2823 , H04L67/2828 , H04L69/04 , H04L69/08 , H04L69/16 , H04L69/161 , H04L69/165 , H04L69/22 , H04L69/326 , H04L69/329
摘要： A system having a distributed web site is described. The web site is distributed between a client, a server and a web server. The client stores a set of predefined applications that correspond to a part of the web site. The applications are formatted according to a first markup language. From the set of predefined applications, the client can generate queries. The server receives the queries and generates new, related queries. The new queries correspond to a second query protocol. The second query protocol is used by the web server. The web server generates responses to the new queries and sends these responses to the server. The responses are formatted according to a second markup language. These responses correspond to the second portion of the web site. The server then converts the responses into new responses that the client can use.
摘要翻译： 描述具有分布式网站的系统。 该网站分布在客户端，服务器和Web服务器之间。 客户端存储一组与网站的一部分对应的预定义应用程序。 应用程序根据第一个标记语言进行格式化。 从一组预定义的应用程序，客户端可以生成查询。 服务器接收查询并生成新的相关查询。 新查询对应于第二查询协议。 Web服务器使用第二个查询协议。 Web服务器生成对新查询的响应，并将这些响应发送到服务器。 响应按照第二个标记语言进行格式化。 这些响应对应于网站的第二部分。 然后，服务器将响应转换为客户端可以使用的新响应。
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10.发明授权Method and apparatus for communicating information over low bandwidth communications networks 失效用于在低带宽通信网络上传送信息的方法和装置公开(公告)号：US06343318B1
公开(公告)日：2002-01-29
申请号：US09087515
申请日：1998-05-29
IPC分类号： G06F1300
CPC分类号： G06F17/3089 , G06F17/30905 , H04L67/04 , H04L67/28 , H04L67/2823 , H04L67/2828 , H04L69/04 , H04L69/08 , H04L69/16 , H04L69/161 , H04L69/165 , H04L69/22 , H04L69/326 , H04L69/329
摘要： A system having a distributed web site is described. The web site is distributed between a client, a server and a web server. The client stores a set of predefined applications that correspond to a part of the web site. The applications are formatted according to a first markup language. From the set of predefined applications, the client can generate queries. The server receives the queries and generates new, related queries. The new queries correspond to a second query protocol. The second query protocol is used by the web server. The web server generates responses to the new queries and sends these responses to the server. The responses are formatted according to a second markup language. These responses correspond to the second portion of the web site. The server then converts the responses into new responses that the client can use.
摘要翻译： 描述具有分布式网站的系统。 该网站分布在客户端，服务器和Web服务器之间。 客户端存储一组与网站的一部分对应的预定义应用程序。 应用程序根据第一个标记语言进行格式化。 从一组预定义的应用程序，客户端可以生成查询。 服务器接收查询并生成新的相关查询。 新查询对应于第二查询协议。 Web服务器使用第二个查询协议。 Web服务器生成对新查询的响应，并将这些响应发送到服务器。 响应按照第二个标记语言进行格式化。 这些响应对应于网站的第二部分。 然后，服务器将响应转换为客户端可以使用的新响应。
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