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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
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.
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292.
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.
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293.
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.
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公开(公告)号:US20200151543A1
公开(公告)日:2020-05-14
申请号:US16746852
申请日:2020-01-18
Inventor: Farnood Merrikh BAYAT , Xinjie GUO , Dmitri STRUKOV , Nhan DO , Hieu Van TRAN , Vipin TIWARI , Mark REITEN
Abstract: An artificial neural network device that utilizes one or more non-volatile memory arrays as the synapses. The synapses are configured to receive inputs and to generate therefrom outputs. Neurons are configured to receive the outputs. The synapses include a plurality of memory cells, wherein each of the memory cells includes spaced apart source and drain regions formed in a semiconductor substrate with a channel region extending there between, a floating gate disposed over and insulated from a first portion of the channel region and a non-floating gate disposed over and insulated from a second portion of the channel region. Each of the plurality of memory cells is configured to store a weight value corresponding to a number of electrons on the floating gate. The plurality of memory cells are configured to multiply the inputs by the stored weight values to generate the outputs. Various algorithms for tuning the memory cells to contain the correct weight values are disclosed.
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公开(公告)号:US20200058357A1
公开(公告)日:2020-02-20
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 , H01L29/788 , H01L27/11521 , G06N3/08
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.
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公开(公告)号:US20200058356A1
公开(公告)日:2020-02-20
申请号:US16550223
申请日:2019-08-24
Applicant: Silicon Storage Technology, Inc.
Inventor: Hieu Van Tran , Thuan Vu , Stanley Hong , Anh Ly , Vipin Tiwari , Nhan Do
IPC: G11C16/04 , H01L29/788 , H01L27/11521 , G06N3/08
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. Optionally, the duration of a programming voltage can change as the number of cells to be programmed changes.
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公开(公告)号:US10546646B2
公开(公告)日:2020-01-28
申请号:US16117987
申请日:2018-08-30
Applicant: Silicon Storage Technology, Inc.
Inventor: Xiaozhou Qiang , Xiao Yan Pi , Kai Man Yue , Li Fang Bian
Abstract: An improved low-power sense amplifier for use in a flash memory system is disclosed. The reference bit line and selected bit line are pre-charged during a limited period and with limited power consumed. The pre-charge circuit can be trimmed during a configuration process to further optimize power consumption during the pre-charge operation.
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公开(公告)号:US20200020789A1
公开(公告)日:2020-01-16
申请号:US16576370
申请日:2019-09-19
Applicant: Silicon Storage Technology, Inc.
Inventor: Chunming Wang , Leo Xing , Andy Liu , Melvin Diao , Xian Liu , Nhan Do
IPC: H01L29/66 , H01L27/11521 , H01L21/3213
Abstract: A method of forming a non-volatile memory cell on a substrate having memory cell and logic circuit regions by forming a pair of conductive floating gates in the memory cell region, forming a first source region in the substrate between the pair of floating gates, forming a polysilicon layer in both regions, forming an oxide layer over the polysilicon layer in the logic circuit region, performing a chemical-mechanical polish of the polysilicon layer in the memory cell area leaving a first block of the polysilicon layer between the floating gates that is separated from remaining portions of the polysilicon layer, and selectively etching portions of the polysilicon layer to result in: second and third blocks of the polysilicon layer disposed in outer regions of the memory cell area, and a fourth block of the polysilicon layer in the logic circuit region.
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公开(公告)号:US20190378548A1
公开(公告)日:2019-12-12
申请号:US16551593
申请日:2019-08-26
Applicant: Silicon Storage Technology, Inc.
Inventor: Hieu Van Tran , Xian Liu , Nhan Do
IPC: G11C7/10 , H01L21/28 , H01L27/11521 , G11C8/12
Abstract: A system and method are disclosed for performing address fault detection in a flash memory system. In one embodiment, a flash memory system comprises a memory array comprising flash memory cells arranged in rows and columns, a row decoder for receiving a row address as an input, the row decoder coupled to a plurality of word lines, wherein each word line is coupled to a row of flash memory cells in the memory array, an address fault detection array comprising a column of memory cells, wherein each of the plurality of word lines is coupled to a memory cell in the column, and an analog comparator for comparing a current drawn by the column with a reference current and for indicating a fault if the current drawn by the column exceeds the reference current.
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公开(公告)号:US10460810B2
公开(公告)日:2019-10-29
申请号:US15687191
申请日:2017-08-25
Applicant: Silicon Storage Technology, Inc.
Inventor: Hieu Van Tran , Anh Ly , Thuan Vu , Hung Quoc Nguyen
Abstract: An improved method and apparatus for programming advanced nanometer flash memory cells is disclosed.
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