公开(公告)号：WO2015148060A3

公开(公告)日：2015-12-03

申请号：PCT/US2015018309

申请日：2015-03-02

Applicant: QUALCOMM INC

Inventor： PATWARDHAN RAVINDRA MANOHAR ,  LEVIN JEFFREY ALEXANDER ,  COOPER ROTEM ,  SPINAR BRIAN LEE ,  TREMAINE MICHAEL COLIN

IPC: G06N3/04

CPC classification number: G06N3/049

Abstract: Certain aspects of the present disclosure support techniques for time synchronization of spiking neuron models that utilize multiple nodes. According to certain aspects, a neural model (e.g., of an artificial nervous system) may be implemented using a plurality of processing nodes, each processing node implementing a neuron model and communicating via the exchange of spike packets carrying information regarding spike information for artificial neurons. A mechanism may be provided for maintaining relative spike-timing between the processing nodes. In some cases, a mechanism may also be provided to alleviate deadlock conditions between the multiple nodes.

Abstract translation: 本公开的某些方面支持用于利用多个节点的尖峰神经元模型的时间同步的技术。 根据某些方面，可以使用多个处理节点来实现神经模型（例如，人造神经系统的神经模型），每个处理节点实施神经元模型并且经由交换携带关于人造神经元的尖峰信息的信息的尖峰分组进行通信 。 可以提供一种机制来维持处理节点之间的相对尖峰定时。 在一些情况下，还可以提供一种机制来缓解多个节点之间的死锁状况。

公开(公告)号：WO2010027546A3

公开(公告)日：2010-04-29

申请号：PCT/US2009048515

申请日：2009-06-24

Applicant: QUALCOMM INC ,  TREMAINE MICHAEL COLIN ,  BABBAR UPPINDER SINGH ,  PARADKAR VINAY

Inventor： TREMAINE MICHAEL COLIN ,  BABBAR UPPINDER SINGH ,  PARADKAR VINAY

IPC: H04L29/12 ,  H04L29/06

CPC classification number: H04L29/12358 ,  H04L29/1232 ,  H04L29/12915 ,  H04L61/2092 ,  H04L61/251 ,  H04L61/6059

Abstract: Methods and apparatus for resolving incompatible network configurations are described herein. A mobile device having peripheral devices connected thereto receives a request from a peripheral device, determines whether the address configuration protocol associated with the peripheral device is compatible with the network to which the mobile device is connected, and if not compatible, the mobile device translates the address configuration protocol of the peripheral device to one compatible with the network.

Abstract translation: 本文描述了用于解决不兼容网络配置的方法和装置。 具有与其连接的外围设备的移动设备接收来自外围设备的请求，确定与外围设备相关联的地址配置协议是否与移动设备连接的网络兼容，如果不兼容，则移动设备将 外围设备的地址配置协议与网络兼容。

公开(公告)号：EP3295383A1

公开(公告)日：2018-03-21

申请号：EP16719637

申请日：2016-04-14

Applicant: QUALCOMM INC

Inventor： LIN DEXU ,  BADIN MATTHEW ,  HOWARD DAVID EDWARD ,  DIJKMAN DANIEL HENDRICUS FRANCISCUS ,  TREMAINE MICHAEL COLIN ,  SARAH ANTHONY

IPC: G06N3/063

CPC classification number: G06N3/08 ,  G06N3/063 ,  G06N99/005

Abstract: A method of reducing computational complexity for a fixed point neural network operating in a system having a limited bit width in a multiplier-accumulator (MAC) includes reducing a number of bit shift operations when computing activations in the fixed point neural network. The method also includes balancing an amount of quantization error and an overflow error when computing activations in the fixed point neural network.