公开(公告)号：US20240289597A1

公开(公告)日：2024-08-29

申请号：US18656130

申请日：2024-05-06

Applicant: Micron Technology, Inc.

Inventor： Jing Gong ,  Stewart R. Watson ,  Dmitry Vengertsev ,  Ameya Parab

IPC: G06N3/049 ,  G06N3/065 ,  G06N3/084 ,  G06N5/046 ,  G11C13/00 ,  H03M1/12

CPC classification number: G06N3/049 ,  G06N3/065 ,  G06N3/084 ,  G06N5/046 ,  G11C13/0002 ,  H03M1/12

Abstract: Apparatuses and methods can be related to implementing a transformer neural network in a memory. A transformer neural network can be implemented utilizing a resistive memory array. The memory array can comprise programmable memory cells that can be programed and used to store weights of the transformer neural network and perform operations consistent with the transformer neural network.

公开(公告)号：US20220067491A1

公开(公告)日：2022-03-03

申请号：US17006602

申请日：2020-08-28

Applicant: Micron Technology, Inc.

Inventor： Dmitry Vengertsev ,  Stewart R. Watson ,  Jing Gong ,  Ameya Parab

IPC: G06N3/063 ,  G06N3/08 ,  G06N7/00 ,  G06N5/04 ,  G11C13/00 ,  H03M1/36

Abstract: Apparatuses and methods can be related to implementing a Bayesian neural network in a memory. A Bayesian neural network can be implemented utilizing a resistive memory array. The memory array can comprise programmable memory cells that can be programed and used to store weights of the Bayesian neural network and perform operations consistent with the Bayesian neural network.

公开(公告)号：US11983619B2

公开(公告)日：2024-05-14

申请号：US16994302

申请日：2020-08-14

Applicant: Micron Technology, Inc.

Inventor： Jing Gong ,  Stewart R. Watson ,  Dmitry Vengertsev ,  Ameya Parab

IPC: G06N3/049 ,  G06N3/065 ,  G06N3/084 ,  G06N5/046 ,  G11C13/00 ,  H03M1/12

CPC classification number: G06N3/049 ,  G06N3/065 ,  G06N3/084 ,  G06N5/046 ,  G11C13/0002 ,  H03M1/12

Abstract: Apparatuses and methods can be related to implementing a transformer neural network in a memory. A transformer neural network can be implemented utilizing a resistive memory array. The memory array can comprise programmable memory cells that can be programed and used to store weights of the transformer neural network and perform operations consistent with the transformer neural network.

公开(公告)号：US11681906B2

公开(公告)日：2023-06-20

申请号：US17006602

申请日：2020-08-28

Applicant: Micron Technology, Inc.

Inventor： Dmitry Vengertsev ,  Stewart R. Watson ,  Jing Gong ,  Ameya Parab

IPC: G11C11/54 ,  G06N3/063 ,  G06N3/084 ,  H03M1/36 ,  G11C13/00 ,  G06N5/046 ,  G06N7/01

CPC classification number: G06N3/063 ,  G06N3/084 ,  G06N5/046 ,  G06N7/01 ,  G11C11/54 ,  G11C13/004 ,  G11C13/0009 ,  G11C13/0069 ,  H03M1/36

Abstract: Apparatuses and methods can be related to implementing a Bayesian neural network in a memory. A Bayesian neural network can be implemented utilizing a resistive memory array. The memory array can comprise programmable memory cells that can be programed and used to store weights of the Bayesian neural network and perform operations consistent with the Bayesian neural network.