Invention Grant
- Patent Title: Order statistic techniques for neural networks
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Application No.: US14831028Application Date: 2015-08-20
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Publication No.: US09761221B2Publication Date: 2017-09-12
- Inventor: Steven John Rennie , Vaibhava Goel
- Applicant: Nuance Communications, Inc.
- Applicant Address: US MA Burlington
- Assignee: Nuance Communications, Inc.
- Current Assignee: Nuance Communications, Inc.
- Current Assignee Address: US MA Burlington
- Agency: Wolf, Greenfield & Sacks, P.C.
- Main IPC: G10L15/12
- IPC: G10L15/12 ; G10L15/06 ; G10L25/30 ; G10L15/16 ; G06N3/08

Abstract:
According to some aspects, a method of classifying speech recognition results is provided, using a neural network comprising a plurality of interconnected network units, each network unit having one or more weight values, the method comprising using at least one computer, performing acts of providing a first vector as input to a first network layer comprising one or more network units of the neural network, transforming, by a first network unit of the one or more network units, the input vector to produce a plurality of values, the transformation being based at least in part on a plurality of weight values of the first network unit, sorting the plurality of values to produce a sorted plurality of values, and providing the sorted plurality of values as input to a second network layer of the neural network.
Public/Granted literature
- US20170053644A1 ORDER STATISTIC TECHNIQUES FOR NEURAL NETWORKS Public/Granted day:2017-02-23
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