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Natural language translation device

  • US 10,311,149 B1
  • Filed: 08/08/2018
  • Issued: 06/04/2019
  • Est. Priority Date: 08/08/2018
  • Status: Active Grant
First Claim
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1. A natural language translation device comprising:

  • a bus;

    an input interface operatively connecting to the bus for receiving a source sentence in a first natural language to be translated to a target sentence in second natural language one word at a time in sequential order;

    a processing unit operatively connecting to the bus for forming a two-dimensional (2-D) symbol in accordance with a set of 2-D symbol creation rules using a 2-D symbol creation module installed thereon, the 2-D symbol containing a super-character having a characteristic suggesting the i-th word of the target sentence based on the received source sentence; and

    a Cellular Neural Networks or Cellular Nonlinear Networks (CNN) based integrated circuit operatively connecting to the bus for classifying the 2-D symbol via a deep learning model that contains a plurality of ordered convolutional layers.

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