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1. 发明授权

US10262259B2 Bit width selection for fixed point neural networks 有权
公开(公告)号：US10262259B2
公开(公告)日：2019-04-16
申请号：US14936594
申请日：2015-11-09
申请人： QUALCOMM Incorporated
发明人： Dexu Lin , Venkata Sreekanta Reddy Annapureddy , David Jonathan Julian , Casimir Matthew Wierzynski
IPC分类号： G06N3/08 , G06N3/10 , G06F17/11 , G06N3/063
摘要： A method for selecting bit widths for a fixed point machine learning model includes evaluating a sensitivity of model accuracy to bit widths at each computational stage of the model. The method also includes selecting a bit width for parameters, and/or intermediate calculations in the computational stages of the mode. The bit width for the parameters and the bit width for the intermediate calculations may be different. The selected bit width may be determined based on the sensitivity evaluation.

2. 发明授权

US10223635B2 Model compression and fine-tuning 有权
公开(公告)号：US10223635B2
公开(公告)日：2019-03-05
申请号：US14846579
申请日：2015-09-04
申请人： QUALCOMM Incorporated
发明人： Venkata Sreekanta Reddy Annapureddy , Daniel Hendricus Franciscus Dijkman , David Jonathan Julian
IPC分类号： G06N3/08 , G06N3/04
摘要： Compressing a machine learning network, such as a neural network, includes replacing one layer in the neural network with compressed layers to produce the compressed network. The compressed network may be fine-tuned by updating weight values in the compressed layer(s).

3. 发明授权

US09959499B2 Methods and apparatus for implementation of group tags for neural models 有权
公开(公告)号：US09959499B2
公开(公告)日：2018-05-01
申请号：US14268152
申请日：2014-05-02
申请人： QUALCOMM Incorporated
发明人： David Jonathan Julian , Jeffrey Alexander Levin , Jeffrey Baginsky Gehlhaar
IPC分类号： G06F15/18 , G06N3/08 , G06N3/04
CPC分类号： G06N3/049 , G06N3/0454
摘要： Certain aspects of the present disclosure support assigning neurons and/or synapses to group tags where group tags have an associated set of parameters. By using group tags, neurons or synapses in a population can be assigned a group tag. Then, by changing a parameter associated with the group tag, all synapses or neurons in the group may have that parameter changed.

4. 发明授权

US09130816B2 System and method for transmitting and receiving signal with quasi-periodic pulse sequence 有权
标题翻译：用准周期脉冲序列发送和接收信号的系统和方法
公开(公告)号：US09130816B2
公开(公告)日：2015-09-08
申请号：US14250259
申请日：2014-04-10
申请人： QUALCOMM Incorporated
发明人： Petru Cristian Budianu , Jun Shi , David Jonathan Julian
IPC分类号： H03K9/00 , H04L25/49 , H04B1/717 , H04B1/7183 , H04B1/69
CPC分类号： H04L25/49 , H04B1/7174 , H04B1/7183 , H04B2001/6908
摘要： System and method are disclosed for synchronization of a transmitting device and a receiving device that communicate with each other via pulse modulation. The synchronization technique entails the transmitting device sending one or more quasi-periodic pulse sequences to the receiving device. A quasi-periodic pulse sequence is based on a substantially periodic pulse sequence, and may include some non-periodic pulses or not include some periodic pulses. The transmitting device may transmit frames each including a preamble that comprises one or more quasi-periodic pulse sequences, and a data payload that may comprise data. The receiving device receives the signal, generates samples of the signal, and detects the quasi-periodic pulse sequences in the received signal by analyzing samples based on a sample associated with a pulse and the period associated with the substantially periodic pulse sequence. The receiving device is further able to detect frames based on the detection of the sequence, and extract data therefrom.
摘要翻译：公开了用于通过脉冲调制相互通信的发送设备和接收设备的同步的系统和方法。同步技术需要发送设备向接收设备发送一个或多个准周期脉冲序列。准周期性脉冲序列基于基本上周期性的脉冲序列，并且可以包括一些非周期脉冲或不包括一些周期脉冲。发送设备可以发送各自包括包括一个或多个准周期性脉冲序列的前同步码的帧和可以包括数据的数据有效载荷。接收装置接收信号，产生信号样本，并且通过基于与脉冲相关联的样本和与基本周期性脉冲序列相关联的周期来分析样本来检测接收信号中的准周期脉冲序列。接收装置还能够根据序列的检测来检测帧，并从中提取数据。

5. 发明申请

US20130107740A1 INTERFERENCE CONTROL IN A WIRELESS COMMUNICATION SYSTEM 有权
标题翻译：无线通信系统中的干扰控制
公开(公告)号：US20130107740A1
公开(公告)日：2013-05-02
申请号：US13677032
申请日：2012-11-14
申请人： Qualcomm Incorporated
发明人： Murat Mese , Arak Sutivong , David Jonathan Julian , Tingfang Ji
IPC分类号： H04W24/02
CPC分类号： H04W24/02 , H04L1/0002 , H04L1/0017 , H04L1/0026 , H04W24/00 , H04W28/04 , H04W48/08 , H04W48/16 , H04W52/04 , H04W72/0426 , H04W72/082 , H04W92/20
摘要： A method for interference control includes receiving at a base station an interference report from a neighbor base station. The interference report indicates interference observed at the neighbor base station. The method also includes regulating, by the base station, data transmissions for terminals based on the interference report received from the neighbor base station. Regulating the data transmissions includes identifying disadvantaged terminals and assigning the disadvantaged terminals with lower data rates.
摘要翻译：一种用于干扰控制的方法包括在基站处接收来自相邻基站的干扰报告。干扰报告表示邻近基站观测到的干扰。该方法还包括基站从基站接收的干扰报告来调整终端的数据传输。调节数据传输包括识别处于不利地位的终端，并以较低的数据速率分配弱势终端。

6. 发明授权

US10474949B2 Knowledge-graph biased classification for data 有权
公开(公告)号：US10474949B2
公开(公告)日：2019-11-12
申请号：US14528890
申请日：2014-10-30
申请人： QUALCOMM Incorporated
发明人： Somdeb Majumdar , Regan Blythe Towal , Sachin Subhash Talathi , David Jonathan Julian , Venkata Sreekanta Reddy Annapureddy
IPC分类号： G06N3/08 , G06N3/04 , G06N7/00
摘要： A method for classifying an object includes applying multiple confidence values to multiple objects. The method also includes determining a metric based on the multiple confidence values. The method further includes determining a classification of a first object from the multiple objects based on a knowledge-graph when the metric is above a threshold.

7. 发明授权

US09877130B2 Synchronization of signals for multiple data sinks 有权
公开(公告)号：US09877130B2
公开(公告)日：2018-01-23
申请号：US14150544
申请日：2014-01-08
申请人： QUALCOMM Incorporated
发明人： Zhanfeng Jia , David Jonathan Julian
IPC分类号： H04S1/00 , H04B1/69 , H04R5/033 , H04L7/04 , H04J3/06 , H04H20/47 , H04L7/08
CPC分类号： H04S1/007 , H04B1/69 , H04H20/47 , H04J3/0658 , H04J3/0682 , H04L7/04 , H04L7/041 , H04L7/08 , H04R5/033
摘要： A data source sends a synchronization signal and information to several data sinks that use the synchronization signal and a specified parameter to determine when to process the information. The data source and data sinks may comprise wireless nodes such as, for example, a wireless audio source that sends multi-channel data to a pair of wireless earpieces. The wireless earpieces use the synchronization signal and a latency interval to determine the appropriate time to output audio based on the audio channels.

8. 发明申请

US20170105194A1 SYSTEM AND METHOD FOR CONTROLLING PAGING DELAY WITH TIMING ARRANGEMENTS AND DUAL PAGE SCANS 审中-公开
公开(公告)号：US20170105194A1
公开(公告)日：2017-04-13
申请号：US15384636
申请日：2016-12-20
申请人： QUALCOMM Incorporated
发明人： David Jonathan Julian , Zhanfeng Jia , Qingjiang Tian , Edward Harrison Teague
IPC分类号： H04W68/02 , H04W8/00
CPC分类号： H04W68/02 , H04W8/005 , H04W76/28 , H04W84/18 , H04W88/02
摘要： Systems and methods for controlling a delay associated with paging a remote device. In one implementation, a paging device arranges page operations such that if one of two consecutive page scans performed by a remote device occurs during a response scan, the other page scan occurs during the transmission of a page. In another implementation, a device scanning for a page arranges page scans such that if one of two consecutive page scans occurs during a page response scan, the other page scan occurs during the transmission of a page. In another implementation, a device scanning for a page performs a series of sets of separate page scans, wherein the time interval between two of separate scans in a set is less than the time interval between adjacent sets. The page scans in a set are configured to ensure that one of them occurs during the transmission of a page.

9. 发明申请

US20150024689A1 SYSTEM AND METHOD FOR ASSOCIATING DEVICES BASED ON BIOMETRIC INFORMATION 审中-公开
标题翻译：基于生物信息相关设备的系统和方法
公开(公告)号：US20150024689A1
公开(公告)日：2015-01-22
申请号：US14504659
申请日：2014-10-02
申请人： QUALCOMM Incorporated
发明人： Avneesh Agrawal , Chong Uk Lee , Kamran Moallemi , David Jonathan Julian , Manuel Eduardo Jaime , Robert Keith Douglas , Lu Xiao , Gregory Gordon Rose
IPC分类号： H04W76/02 , A61B5/0404 , A61B5/00 , H04B5/00
CPC分类号： H04W76/14 , A61B5/0015 , A61B5/0404 , G01S13/0209 , G01S13/284 , G01S13/765 , H04B5/0031 , H04L63/0861 , H04L67/24 , H04W4/023 , H04W4/027 , H04W4/029 , H04W4/50 , H04W8/005 , H04W12/003 , H04W12/00503 , H04W12/06
摘要： Various operations may be performed based on a distance-related function associated with two or more devices. For example, an association procedure for two or more devices may be based on one or more determined distances. Similarly, presence management may be based on one or more determined distances. A distance-related function may take various form including, for example, a distance between devices, two or more distances between devices, a rate of change in a relative distance between devices, relative acceleration between devices, or some combination of two or more of the these distance-related functions.
摘要翻译：可以基于与两个或更多个设备相关联的距离相关功能来执行各种操作。例如，两个或多个设备的关联过程可以基于一个或多个确定的距离。类似地，存在管理可以基于一个或多个确定的距离。距离相关功能可以采取各种形式，包括例如设备之间的距离，设备之间的两个或更多个距离，设备之间的相对距离的变化率，设备之间的相对加速度，或两个或更多个这些距离相关的功能。

10. 发明申请

US20140119582A1 SYNCHRONIZATION OF SIGNALS FOR MULTIPLE DATA SINKS 有权
标题翻译：多数据信号同步信号
公开(公告)号：US20140119582A1
公开(公告)日：2014-05-01
申请号：US14150544
申请日：2014-01-08
申请人： QUALCOMM Incorporated
发明人： Zhanfeng Jia , David Jonathan Julian
IPC分类号： H04S1/00 , H04B1/69 , H04R5/033 , H04L7/04
CPC分类号： H04S1/007 , H04B1/69 , H04H20/47 , H04J3/0658 , H04J3/0682 , H04L7/04 , H04L7/041 , H04L7/08 , H04R5/033
摘要： A data source sends a synchronization signal and information to several data sinks that use the synchronization signal and a specified parameter to determine when to process the information. The data source and data sinks may comprise wireless nodes such as, for example, a wireless audio source that sends multi-channel data to a pair of wireless earpieces. The wireless earpieces use the synchronization signal and a latency interval to determine the appropriate time to output audio based on the audio channels.
摘要翻译：数据源将同步信号和信息发送到使用同步信号的多个数据接收器和指定的参数来确定何时处理信息。数据源和数据宿可以包括无线节点，例如将多频道数据发送到一对无线耳机的无线音频源。无线耳机使用同步信号和等待时间间隔来确定基于音频通道输出音频的适当时间。

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