Method and Apparatus for Processing Data Sequence

Patent №

US 11,087,203

Granted

2021-08-10

Filed 2017

Owner

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

+1 more

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15618415

The present application discloses a method and apparatus for processing a data sequence. A specific implementation of the method includes: receiving an inputted to-be-processed data sequence; copying a weight matrix in a recurrent neural network model to an embedded block random access memory (RAM) of a field-programmable gate array (FPGA); processing sequentially each piece of to-be-processed data in the to-be-processed data sequence by using an activation function in the recurrent neural network model and the weight matrix stored in the embedded block RAM; and outputting a processed data sequence corresponding to the to-be-processed data sequence. This implementation improves the data sequence processing efficiency of the recurrent neural network model.

AI classification

AI hardware1.00
Machine learning1.00
Vision1.00
Natural language0.62
Speech0.03
Knowledge representation0.02
Planning0.01
Evolutionary computation0.00

Ownership

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

assignment · 427550039

KUNLUNXIN TECHNOLOGY (BEIJING) COMPANY LIMITED

namechg · 576350014

Assignors

WANG, YONG, OUYANG, JIAN, QI, WEI, LI, SIZHONG

On an employer assignment, the assignors are typically the inventors.

From the same owner

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