公开(公告)号：WO2015148369A3

公开(公告)日：2015-12-10

申请号：PCT/US2015021991

申请日：2015-03-23

Applicant: QUALCOMM INC

Inventor： AGRAWAL PULKIT ,  MAJUMDAR SOMDEB

IPC: G06N3/04 ,  G06K9/00 ,  G06N3/10

CPC classification number: G06K9/4623 ,  G06K9/4647 ,  G06K9/6273 ,  G06N3/049 ,  G06N3/10

Abstract: A method for invariantly representing an object using a spiking neural network includes representing the object by a spike sequence. The method also includes determining a reference feature of the object representation. The method further includes transforming the object representation to a canonical form based on the reference feature.

Abstract translation: 使用尖峰神经网络不变地表示对象的方法包括通过尖峰序列表示对象。 该方法还包括确定对象表示的参考特征。 该方法还包括基于参考特征将对象表示转换为规范形式。

公开(公告)号：WO2015148254A3

公开(公告)日：2016-01-07

申请号：PCT/US2015021428

申请日：2015-03-19

Applicant: QUALCOMM INC

Inventor： AGRAWAL PULKIT ,  MAJUMDAR SOMDEB ,  GUPTA VIKRAM

IPC: G06N3/04 ,  G06K9/46

CPC classification number: G06K9/4647 ,  G06K9/4619 ,  G06K9/6273 ,  G06N3/049

Abstract: A method for generating a histogram in a spiking neural network includes counting spikes associated with a latency encoded representation of an object. The method also includes generating the histogram based on the spike count.

Abstract translation: 用于在加标神经网络中生成直方图的方法包括计数与对象的等待时间编码表示相关联的峰值。 该方法还包括基于尖峰计数生成直方图。