公开(公告)号：US11158374B2

公开(公告)日：2021-10-26

申请号：US16930777

申请日：2020-07-16

Applicant: Silicon Storage Technology, Inc.

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

IPC: G11C16/04 ,  G06F17/16 ,  G06N3/063 ,  G06N3/08 ,  G06N3/04

Abstract: Numerous embodiments are disclosed for providing temperature compensation in a an analog memory array. The analog memory array optionally is a vector-by-matrix multiplier in an analog neuromorphic memory system used in a deep learning neural network. One embodiment comprises measuring an operating temperature within a memory array and applying, by a temperature compensation block, a bias voltage to a terminal of a memory cell in the array, wherein the bias voltage is a function of the operating temperature.

公开(公告)号：US20210280239A1

公开(公告)日：2021-09-09

申请号：US16986812

申请日：2020-08-06

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Thuan VU ,  Stephen TRINH ,  Stanley HONG ,  Anh LY ,  Vipin Tiwari

IPC: G11C11/54 ,  G11C16/04 ,  G11C16/26 ,  G06N3/063

Abstract: Numerous embodiments of analog neural memory arrays are disclosed. In certain embodiments, each memory cell in the array has an approximately constant source impedance when that cell is being operated. In certain embodiments, power consumption is substantially constant from bit line to bit line within the array when cells are being read. In certain embodiments, weight mapping is performed adaptively for optimal performance in power and noise.

公开(公告)号：US20210210144A9

公开(公告)日：2021-07-08

申请号：US16574059

申请日：2019-09-17

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Anh Ly ,  Thuan Vu ,  Hung Quoc Nguyen

IPC: G11C16/12 ,  G11C16/04 ,  G11C16/24

Abstract: An improved method and apparatus for programming advanced nanometer flash memory cells is disclosed. In one embodiment, a programming circuit comprises a switch configured to couple a current source to a capacitor during a first mode and to uncouple the current source from the capacitor during the second mode, wherein during the second mode the capacitor is coupled to the gate of a transistor used to program a memory cell.

公开(公告)号：US20210209457A1

公开(公告)日：2021-07-08

申请号：US16830733

申请日：2020-03-26

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  STEVEN LEMKE ,  VIPIN TIWARI ,  NHAN DO ,  MARK REITEN

IPC: G06N3/063 ,  G06F11/16 ,  G11C29/44 ,  G11C13/00

Abstract: Numerous embodiments are provided for compensating for drift error in non-volatile memory cells within a VMM array in an analog neuromorphic memory system. For example, in one embodiment, a circuit is provided for compensating for drift error during a read operation, the circuit comprising a data drift monitoring circuit coupled to the array for generating an output indicative of data drift; and a bitline compensation circuit for generating a compensation current in response to the output from the data drift monitoring circuit and injecting the compensation current into one or more bitlines of the array.

公开(公告)号：US11038495B1

公开(公告)日：2021-06-15

申请号：US16838847

申请日：2020-04-02

Applicant: Silicon Storage Technology, Inc.

Inventor： Ryan Mei ,  Xiaozhou Qian ,  Hieu Van Tran ,  Claire Zhu

IPC: H03K3/356 ,  H03K19/185 ,  H03K19/003 ,  H03K19/0185

Abstract: An improved level shifter is disclosed. The level shifter is able to achieve a switching time below 1 ns using a relatively low voltage for VDDL, such as 0.75 V. The improved level shifter comprises a coupling stage and a level-switching stage. A related method of level shifting is also disclosed.

公开(公告)号：US20210175240A1

公开(公告)日：2021-06-10

申请号：US17178520

申请日：2021-02-18

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Hung Quoc Nguyen ,  Nhan Do

IPC: H01L27/11526 ,  H01L27/11519 ,  H01L27/11521 ,  G11C16/04 ,  G11C16/14 ,  G11C16/26 ,  H01L29/423 ,  H01L29/788

Abstract: A memory device with memory cell pairs each having a single continuous channel region, first and second floating gates over first and second portions of the channel region, an erase gate over a third portion of the channel region between the first and second channel region portions, and first and second control gates over the first and second floating gates. For each of the pairs of memory cells, the first region is electrically connected to the second region of an adjacent pair of memory cells in the same active region, and the second region is electrically connected to the first region of an adjacent pair of the memory cells in the same active region.

公开(公告)号：US20210174185A1

公开(公告)日：2021-06-10

申请号：US17181656

申请日：2021-02-22

Applicant: Silicon Storage Technology, Inc.

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

IPC: G06N3/063 ,  G06N3/08 ,  G06F3/06 ,  G06F17/16

Abstract: Numerous output circuits are disclosed for an analog neural memory system for a deep learning neural network. In one embodiment, an adaptable neuron circuit receives output current from a neuron and converts it into a voltage. In another embodiment, a current sample and hold circuit samples an input current and generates an output current. In another embodiment, a voltage sample and hold circuit samples an input voltage and generates an output voltage.

公开(公告)号：US10998325B2

公开(公告)日：2021-05-04

申请号：US16208297

申请日：2018-12-03

Applicant: Silicon Storage Technology, Inc.

Inventor： Catherine Decobert ,  Hieu Van Tran ,  Nhan Do

IPC: G11C16/16 ,  H01L27/11521 ,  G11C16/26 ,  H01L29/08 ,  H01L29/10 ,  H01L29/423

Abstract: A memory device that includes source and drain regions formed in a semiconductor substrate, with a first channel region of the substrate extending there between. A floating gate is disposed over and insulated from the channel region, wherein the conductivity of the channel region is solely controlled by the floating gate. A control gate is disposed over and insulated from the floating gate. An erase gate is disposed over and insulated from the source region, wherein the erase gate includes a notch that faces and is insulated from an edge of the floating gate. Logic devices are formed on the same substrate. Each logic device has source and drain regions with a channel region extending there between, and a logic gate disposed over and controlling the logic device's channel region.

公开(公告)号：US20210118894A1

公开(公告)日：2021-04-22

申请号：US17133395

申请日：2020-12-23

Applicant: Silicon Storage Technology, Inc.

Inventor： Hieu Van Tran ,  Thuan Vu ,  Stephen Trinh ,  Stanley Hong ,  Toan Le ,  Nghia Le ,  Hien Pham

IPC: H01L27/11531 ,  G06N3/08 ,  G11C16/04 ,  H01L29/788

Abstract: Numerous embodiments for reading or verifying a value stored in a selected memory cell in a vector-by-matrix multiplication (VMM) array in an artificial neural network are disclosed. In one embodiment, an input comprises a set of input bits that result in a series of input signals applied to a terminal of the selected memory cell, further resulting in a series of output signals that are digitized, shifted based on the bit location of the corresponding input bit in the set of input bits, and added to yield an output indicating a value stored in the selected memory cell.

公开(公告)号：US10755783B2

公开(公告)日：2020-08-25

申请号：US16183250

申请日：2018-11-07

Applicant: Silicon Storage Technology, Inc.

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

IPC: G11C16/04 ,  G06F17/16 ,  G06N3/063 ,  G06N3/08 ,  G06N3/04

Abstract: Numerous embodiments are disclosed for providing temperature compensation and leakage compensation for an analog neuromorphic memory system used in a deep learning neural network. The embodiments for providing temperature compensation implement discreet or continuous adaptive slope compensation and renormalization for devices, reference memory cells, or selected memory cells in the memory system. The embodiments for providing leakage compensation within a memory cell in the memory system implement adaptive erase gate coupling or the application of a negative bias on a control gate terminal, a negative bias on a word line terminal, or a bias on a source line terminal.