公开(公告)号：US20200327453A1

公开(公告)日：2020-10-15

申请号：US16913582

申请日：2020-06-26

Applicant: Micron Technology, Inc.

Inventor： Yao Fu ,  Paul Glendenning ,  Tommy Tracy, II ,  Eric Jonas

IPC: G06N20/00 ,  G06N5/00

Abstract: An apparatus includes a processing resource configured to receive a feature vector of a data stream. The feature vector includes a set of feature values. The processing resource is further configured to calculate a set of feature labels based at least in part on the set of feature values to generate a label vector, provide the label vector to another processing resource, and to receive a plurality of classifications corresponding to each feature label of the label vector from the other processing resource. The plurality of classifications are generated based at least in part on a respective range of feature values of the set of feature values. The processing resource is configured to then combine the plurality of classifications to generate a final classification of the data stream.

公开(公告)号：US20240185139A1

公开(公告)日：2024-06-06

申请号：US18439024

申请日：2024-02-12

Applicant: Micron Technology, Inc.

Inventor： Yao Fu ,  Paul Glendenning ,  Tommy Tracy, II ,  Eric Jonas

IPC: G06N20/20 ,  G06N5/01 ,  G06N20/00

CPC classification number: G06N20/20 ,  G06N5/01 ,  G06N20/00

Abstract: An apparatus includes a processing resource configured to receive a feature vector of a data stream. The feature vector includes a set of feature values. The processing resource is further configured to calculate a set of feature labels based at least in part on the set of feature values to generate a label vector, provide the label vector to another processing resource, and to receive a plurality of classifications corresponding to each feature label of the label vector from the other processing resource. The plurality of classifications are generated based at least in part on a respective range of feature values of the set of feature values. The processing resource is configured to then combine the plurality of classifications to generate a final classification of the data stream.

公开(公告)号：US10896147B2

公开(公告)日：2021-01-19

申请号：US16195505

申请日：2018-11-19

Applicant: Micron Technology, Inc.

Inventor： Yao Fu

IPC: G06F7/02 ,  H03M13/00 ,  G06F15/80 ,  G06F16/903 ,  G05B19/045

Abstract: A method includes calculating a first position encoded pattern based on a first data pattern, and using an automata processor to compare the first position encoded pattern to a second position encoded pattern to identify a second data pattern within the first data pattern.

公开(公告)号：US10699213B2

公开(公告)日：2020-06-30

申请号：US15214188

申请日：2016-07-19

Applicant: Micron Technology, Inc.

Inventor： Yao Fu ,  Paul Glendenning ,  Tommy Tracy, II ,  Eric Jonas

IPC: G06N20/00 ,  G06N5/00

Abstract: An apparatus includes a processing resource configured to receive a feature vector of a data stream. The feature vector includes a set of feature values. The processing resource is further configured to calculate a set of feature labels based at least in part on the set of feature values to generate a label vector, provide the label vector to another processing resource, and to receive a plurality of classifications corresponding to each feature label of the label vector from the other processing resource. The plurality of classifications are generated based at least in part on a respective range of feature values of the set of feature values. The processing resource is configured to then combine the plurality of classifications to generate a final classification of the data stream.

公开(公告)号：US11481353B2

公开(公告)日：2022-10-25

申请号：US17138185

申请日：2020-12-30

Applicant: Micron Technology, Inc.

Inventor： Yao Fu

IPC: G06F15/80 ,  G06F16/903 ,  G05B19/045

Abstract: A method includes encoding an input data stream to generate an encoded input data pattern, transmitting the encoded input data pattern to a programmed automata processor, and searching the encoded input data pattern via the programmed automata processor to identify an identifiable data pattern within the encoded input data pattern as a data pattern search.

公开(公告)号：US11989635B2

公开(公告)日：2024-05-21

申请号：US16913582

申请日：2020-06-26

Applicant: Micron Technology, Inc.

Inventor： Yao Fu ,  Paul Glendenning ,  Tommy Tracy, II ,  Eric Jonas

IPC: G06N20/20 ,  G06N5/01 ,  G06N20/00

CPC classification number: G06N20/20 ,  G06N5/01 ,  G06N20/00

Abstract: An apparatus includes a processing resource configured to receive a feature vector of a data stream. The feature vector includes a set of feature values. The processing resource is further configured to calculate a set of feature labels based at least in part on the set of feature values to generate a label vector, provide the label vector to another processing resource, and receive a plurality of classifications corresponding to each feature label of the label vector from the other processing resource. The plurality of classifications are generated based at least in part on a respective range of feature values of the set of feature values. The processing resource is configured to then combine the plurality of classifications to generate a final classification of the data stream.

公开(公告)号：US20210117371A1

公开(公告)日：2021-04-22

申请号：US17138185

申请日：2020-12-30

Applicant: Micron Technology, Inc.

Inventor： Yao Fu

IPC: G06F15/80 ,  G06F16/903 ,  G05B19/045

Abstract: A method includes encoding an input data stream to generate an encoded input data pattern, transmitting the encoded input data pattern to a programmed automata processor, and searching the encoded input data pattern via the programmed automata processor to identify an identifiable data pattern within the encoded input data pattern as a data pattern search.

公开(公告)号：US20190197017A1

公开(公告)日：2019-06-27

申请号：US16195505

申请日：2018-11-19

Applicant: Micron Technology, Inc.

Inventor： Yao Fu

IPC: G06F15/80 ,  G06F16/903 ,  G05B19/045

CPC classification number: G06F15/80 ,  G05B19/045 ,  G05B2219/24059 ,  G06F16/90344

Abstract: A method includes calculating a first position encoded pattern based on a first data pattern, and using an automata processor to compare the first position encoded pattern to a second position encoded pattern to identify a second data pattern within the first data pattern.

公开(公告)号：US10157165B2

公开(公告)日：2018-12-18

申请号：US15166462

申请日：2016-05-27

Applicant: MICRON TECHNOLOGY, INC.

Inventor： Yao Fu

IPC: G06F7/02 ,  H03M13/00 ,  G06F15/80 ,  G06F17/30 ,  G05B19/045

Abstract: A method includes calculating a first position encoded pattern based on a first data pattern, and using an automata processor to compare the first position encoded pattern to a second position encoded pattern to identify a second data pattern within the first data pattern.

公开(公告)号：US20170255878A1

公开(公告)日：2017-09-07

申请号：US15214188

申请日：2016-07-19

Applicant: Micron Technology, Inc.

Inventor： Yao Fu ,  Paul Glendenning ,  Tommy Tracy, II ,  Eric Jonas

IPC: G06N99/00

CPC classification number: G06N20/00 ,  G06N5/003

Abstract: An apparatus includes a processing resource configured to receive a feature vector of a data stream. The feature vector includes a set of feature values. The processing resource is further configured to calculate a set of feature labels based at least in part on the set of feature values to generate a label vector, provide the label vector to another processing resource, and to receive a plurality of classifications corresponding to each feature label of the label vector from the other processing resource. The plurality of classifications are generated based at least in part on a respective range of feature values of the set of feature values. The processing resource is configured to then combine the plurality of classifications to generate a final classification of the data stream.