SYSTEMS AND METHODS FOR QUANTUM PROCESSING OF DATA

专利名称：SYSTEMS AND METHODS FOR QUANTUM

PROCESSING OF DATA

发明人：Geordie Rose,Suzanne Gildert,William G.

Macready,Dominic Christoph Walliman

申请号：US15641030申请日：20170703

公开号：US20170351974A1公开日：20171207

摘要：Systems, methods and aspects, and embodiments thereof relate to

unsupervised or semi-supervised features learning using a quantum processor. To achieveunsupervised or semi-supervised features learning, the quantum processor is

programmed to achieve Hierarchal Deep Learning (referred to as HDL) over one or moredata sets. Systems and methods search for, parse, and detect maximally repeatingpatterns in one or more data sets or across data or data sets. Embodiments and aspectsregard using sparse coding to detect maximally repeating patterns in or across data.Examples of sparse coding include L0 and L1 sparse coding. Some implementations mayinvolve appending, incorporating or attaching labels to dictionary elements, orconstituent elements of one or more dictionaries. There may be a logical associationbetween label and the element labeled such that the process of unsupervised or semi-supervised feature learning spans both the elements and the incorporated, attached orappended label.

申请人：D-Wave Systems Inc.

地址：Burnaby CA

国籍：CA

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