公开(公告)号：US20210005724A1

公开(公告)日：2021-01-07

申请号：US16796412

申请日：2020-02-20

Applicant: Silicon Storage Technology, Inc.

Inventor： Chunming Wang ,  Xian Liu ,  Nhan Do ,  Leo Xing ,  Guo Yong Liu ,  Melvin Diao

IPC: H01L21/28 ,  H01L27/11521

Abstract: A method of forming a memory device that includes forming a first polysilicon layer using a first polysilicon deposition over a semiconductor substrate, forming an insulation spacer on the first polysilicon layer, and removing some of the first polysilicon layer to leave a first polysilicon block under the insulation spacer. A source region is formed in the substrate adjacent a first side surface of the first polysilicon block. A second polysilicon layer is formed using a second polysilicon deposition. The second polysilicon layer is partially removed to leave a second polysilicon block over the substrate and adjacent to a second side surface of the first polysilicon block. A third polysilicon layer is formed using a third polysilicon deposition. The third polysilicon layer is partially removed to leave a third polysilicon block over the source region. A drain region is formed in the substrate adjacent to the second polysilicon block.

公开(公告)号：US10861568B2

公开(公告)日：2020-12-08

申请号：US16590798

申请日：2019-10-02

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Vipin Tiwari ,  Nhan Do

IPC: G11C16/34 ,  G11C16/04 ,  G06N3/08 ,  G11C16/30 ,  G11C16/26 ,  G11C11/54

Abstract: Numerous embodiments of a data refresh method and apparatus for use with a vector-by-matrix multiplication (VMM) array in an artificial neural network are disclosed. Various embodiments of a data drift detector suitable for detecting data drift in flash memory cells within the VMM array are disclosed.

公开(公告)号：US10860918B2

公开(公告)日：2020-12-08

申请号：US16182492

申请日：2018-11-06

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Thuan Vu ,  Stanley Hong ,  Anh Ly

IPC: G06F17/16 ,  G06N3/04 ,  G06N3/063 ,  G11C16/04 ,  G11C16/10 ,  G11C16/34 ,  G11C16/14 ,  G11C16/30 ,  G11C16/08 ,  G06N3/08

Abstract: Numerous embodiments are disclosed for an analog neuromorphic memory system for use in a deep learning neural network. The analog neuromorphic memory system comprises a plurality of vector-by-matrix multiplication arrays and various components shared by those arrays. The shared components include high voltage generation blocks, verify blocks, and testing blocks. The analog neuromorphic memory system optionally is used within a long short term memory system or a gated recurrent unit system.

公开(公告)号：US10818680B2

公开(公告)日：2020-10-27

申请号：US16578104

申请日：2019-09-20

Applicant: Silicon Storage Technology, Inc.

Inventor： Feng Zhou ,  Jinho Kim ,  Xian Liu ,  Serguei Jourba ,  Catherine Decobert ,  Nhan Do

IPC: H01L27/11531 ,  H01L29/423 ,  H01L29/10 ,  H01L29/66 ,  H01L27/11521 ,  H01L29/78 ,  H01L29/788

Abstract: A semiconductor substrate having an upper surface with a plurality of upwardly extending fins. A memory cell formed on a first of the fins and including spaced apart source and drain regions in the first fin, with a channel region extending therebetween along top and side surfaces of the first fin, a floating gate that extends along a first portion of the channel region, a select gate that extends along a second portion of the channel region, a control gate that extends along and is insulated from the floating gate, and an erase gate that extends along and is insulated from the source region. A logic device formed on a second of the fins and including spaced apart logic source and logic drain regions in the second fin, with a logic channel region of the second fin extending therebetween, and a logic gate that extends along the logic channel region.

公开(公告)号：US10804902B1

公开(公告)日：2020-10-13

申请号：US16732047

申请日：2019-12-31

Applicant: Silicon Storage Technology, Inc.

Inventor： Ryan Mei ,  Claire Zhu ,  Xiaozhou Qian

IPC: H03K19/0185 ,  H03K3/356

Abstract: An improved level shifter for use in integrated circuits is disclosed. The level shifter is able to achieve a switching time below 1 ns while still using the core power supply voltages, VDDL and VDDH, used in the prior art. The improved level shifter comprises a coupling stage and a level-switching stage.

公开(公告)号：US10803943B2

公开(公告)日：2020-10-13

申请号：US16382034

申请日：2019-04-11

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Steven Lemke ,  Vipin Tiwari ,  Nhan Do ,  Mark Reiten

IPC: G11C16/04 ,  G11C11/34 ,  G06N3/063 ,  G06N3/08 ,  H01L29/788 ,  H01L27/11521 ,  G06N3/04 ,  H01L27/11517 ,  H01L29/423 ,  H01L27/11524 ,  H01L27/115 ,  G11C11/54

Abstract: A neural network device with synapses having memory cells each having a floating gate and a first gate over first and second portions of a channel region, and second and third gates over the floating gate and over the source region. First lines each electrically connect the first gates in one of the memory cell rows, second lines each electrically connect the second gates in one of the memory cell rows, third lines each electrically connect the third gates in one of the memory cell rows, fourth lines each electrically connect the source regions in one of the memory cell rows, and fifth lines each electrically connect the drain regions in one of the memory cell columns. The synapses receive a first plurality of inputs as electrical voltages on the first, second or third lines, and provide a first plurality of outputs as electrical currents on the fifth lines.

公开(公告)号：US10790022B2

公开(公告)日：2020-09-29

申请号：US16550254

申请日：2019-08-25

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Thuan Vu ,  Stanley Hong ,  Anh Ly ,  Vipin Tiwari ,  Nhan Do

IPC: G11C16/04 ,  G06N3/08 ,  H01L27/11521 ,  H01L29/788

Abstract: Numerous embodiments are disclosed for a high voltage generation algorithm and system for generating high voltages necessary for a particular programming operation in analog neural memory used in a deep learning artificial neural network. Different calibration algorithms and systems are also disclosed. The system can modify a high voltage signal applied to an array of cells during a programming operation as the number of cells being programmed changes.

公开(公告)号：US20200234111A1

公开(公告)日：2020-07-23

申请号：US16353830

申请日：2019-03-14

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Vipin Tiwari ,  Mark Reiten ,  Nhan Do

IPC: G06N3/08 ,  G06N3/04 ,  G11C16/04

Abstract: Numerous embodiments are disclosed for converting neuron current output by a vector-by-matrix multiplication (VMM) array into neuron current-based time pulses and providing such pulses as an input to another VMM array within an artificial neural network. Numerous embodiments are disclosed for converting the neuron current-based time pulses into analog current or voltage values if an analog input is needed for the VMM array.

公开(公告)号：US20200176578A1

公开(公告)日：2020-06-04

申请号：US16208288

申请日：2018-12-03

Applicant: Silicon Storage Technology, Inc.

Inventor： Serguei Jourba ,  Catherine Decobert ,  Feng Zhou ,  Jinho Kim ,  Xian Liu ,  Nhan Do

IPC: H01L29/423 ,  H01L29/78 ,  H01L29/08 ,  H01L29/10 ,  H01L27/11521 ,  H01L29/66 ,  G11C16/04 ,  G11C16/10 ,  G11C16/14 ,  G11C16/26 ,  H01L29/788

Abstract: A memory cell is formed on a semiconductor substrate having an upper surface with a plurality of upwardly extending fins. First and second fins extend in one direction, and a third fin extends in an orthogonal direction. Spaced apart source and drain regions are formed in each of the first and second fins, defining a channel region extending there between in each of the first and second fins. The source regions are disposed at intersections between the third fin and the first and second fins. A floating gate is disposed laterally between the first and second fins, and laterally adjacent to the third fin, and extends along first portions of the channel regions. A word line gate extends along second portions of the channel regions. A control gate is disposed over the floating gate. An erase gate is disposed over the source regions and the floating gate.

公开(公告)号：US20200176060A1

公开(公告)日：2020-06-04

申请号：US16783286

申请日：2020-02-06

Applicant: Silicon Storage Technology, Inc.

Inventor： VIPIN TIWARI ,  NHAN DO ,  HIEU VAN TRAN

IPC: G11C16/10 ,  G11C11/56 ,  G11C16/04 ,  H01L29/423 ,  H01L29/788

Abstract: An improved programming technique for non-volatile memory cell arrays, in which memory cells to be programmed with higher programming values are programmed first, and memory cells to be programmed with lower programming values are programmed second. The technique reduces or eliminates the number of previously programmed cells from being adversely incrementally programmed by an adjacent cell being programmed to higher program levels, and reduces the magnitude of adverse incremental programming for most of the memory cells, which is caused by floating gate to floating gate coupling. The memory device includes an array of non-volatile memory cells and a controller configured to identify programming values associated with incoming data, and perform a programming operation in which the incoming data is programmed into at least some of the non-volatile memory cells in a timing order of descending value of the programming values.