Patents by Inventor Patrick Robert Khayat

Patrick Robert Khayat has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20260155189
    Abstract: A memory sub-system configured to read soft bit data by adjusting the read voltage applied to read hard bit data from memory cells. For example, in response to a read command identifying a group of memory cells, a memory device is to: read the group of memory cells using a first voltage to generate hard bit data indicating statuses of the memory cells subjected to the first voltage; change (e.g., through boosted modulation) the first voltage, currently being applied to the group of memory cells, to a second voltage and then to a third voltage; reading the group of memory cells at the second voltage and at the third voltage to generate soft bit data (e.g., via an exclusive or (XOR) of the results of reading the group of memory cells at the second voltage and at the third voltage).
    Type: Application
    Filed: January 23, 2026
    Publication date: June 4, 2026
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Publication number: 20260121665
    Abstract: A memory sub-system configured to: measure a plurality of sets of signal and noise characteristics of a group of memory cells in a memory device; determine a plurality of optimized read voltages of the group of memory cells from the plurality of sets of signal and noise characteristics respectively; generate features from the plurality of sets of signal and noise characteristics, including at least one compound feature generated from the plurality of sets of signal and noise characteristics; generate, using the features, a classification of a bit error rate of data retrievable from the group of memory cells; and control an operation to read the group of memory cells based on the classification.
    Type: Application
    Filed: December 26, 2025
    Publication date: April 30, 2026
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Publication number: 20260080948
    Abstract: A memory device to search for a voltage optimized to read a group of memory cells. In response to a read command, the memory device measures first signal and noise characteristics of the memory cells by reading the memory cells at first test voltages. Based on the first signal and noise characteristics, the memory device may determine that the optimized read voltage is outside of a range of the first test voltages. In response, the memory device determines, based on the first signal and noise characteristics, an estimate of the optimized read voltage, and measures second signal and noise characteristics by reading at second test voltages configured around the estimate. The optimized read voltage can be computed based at least in part on the second signal and noise characteristics. The memory device retrieves data from the memory cells using the optimized read voltage.
    Type: Application
    Filed: November 26, 2025
    Publication date: March 19, 2026
    Inventors: Patrick Robert Khayat, James Fitzpatrick, AbdelHakim S. Alhussien, Sivagnanam Parthasarathy
  • Patent number: 12537064
    Abstract: A memory sub-system configured to read soft bit data by adjusting the read voltage applied to read hard bit data from memory cells. For example, in response to a read command identifying a group of memory cells, a memory device is to: read the group of memory cells using a first voltage to generate hard bit data indicating statuses of the memory cells subjected to the first voltage; change (e.g., through boosted modulation) the first voltage, currently being applied to the group of memory cells, to a second voltage and then to a third voltage; reading the group of memory cells at the second voltage and at the third voltage to generate soft bit data (e.g., via an exclusive or (XOR) of the results of reading the group of memory cells at the second voltage and at the third voltage).
    Type: Grant
    Filed: January 23, 2023
    Date of Patent: January 27, 2026
    Assignee: Micron Technology, Inc.
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Patent number: 12512857
    Abstract: A memory sub-system configured to: measure a plurality of sets of signal and noise characteristics of a group of memory cells in a memory device; determine a plurality of optimized read voltages of the group of memory cells from the plurality of sets of signal and noise characteristics respectively; generate features from the plurality of sets of signal and noise characteristics, including at least one compound feature generated from the plurality of sets of signal and noise characteristics; generate, using the features, a classification of a bit error rate of data retrievable from the group of memory cells; and control an operation to read the group of memory cells based on the classification.
    Type: Grant
    Filed: May 30, 2024
    Date of Patent: December 30, 2025
    Assignee: Micron Technology, Inc.
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Patent number: 12488839
    Abstract: A memory device to search for a voltage optimized to read a group of memory cells. In response to a read command, the memory device measures first signal and noise characteristics of the memory cells by reading the memory cells at first test voltages. Based on the first signal and noise characteristics, the memory device may determine that the optimized read voltage is outside of a range of the first test voltages. In response, the memory device determines, based on the first signal and noise characteristics, an estimate of the optimized read voltage, and measures second signal and noise characteristics by reading at second test voltages configured around the estimate. The optimized read voltage can be computed based at least in part on the second signal and noise characteristics. The memory device retrieves data from the memory cells using the optimized read voltage.
    Type: Grant
    Filed: November 24, 2021
    Date of Patent: December 2, 2025
    Assignee: Micron Technology, Inc.
    Inventors: Patrick Robert Khayat, James Fitzpatrick, AbdelHakim S. Alhussien, Sivagnanam Parthasarathy
  • Patent number: 12354670
    Abstract: A memory device to manage the assignment of offset voltages for read operations, and to adjust read voltages using the offset voltages. The offset voltages are dynamically adjusted by a controller during operation of the memory device in response to read errors. In one approach, a first bin of offset voltages is assigned to a first region of a storage media. The first offset voltages are used to adjust read voltages for reading a page of first memory cells in the first region. The controller determines that at least one error has occurred in reading the page. In response to determining the error, the controller determines second offset voltages that can be used to read the first memory cell without causing a read error. Based on the second offset voltages, the controller identifies third offset voltages for assigning to the first region. The third offset voltages are used for adjusting read voltages for subsequent reads of pages in the first region.
    Type: Grant
    Filed: November 11, 2022
    Date of Patent: July 8, 2025
    Assignee: Micron Technology, Inc.
    Inventors: Mustafa N. Kaynak, Sivagnanam Parthasarathy, Patrick Robert Khayat
  • Publication number: 20250131965
    Abstract: A memory device to determine a voltage optimized to read a group of memory cells. In response to a command, the memory device reads the group of memory cells at a plurality of test voltages to determine a set of signal and noise characteristics of the group of memory cells. The memory device determines or recognizes a shape of a distribution of the signal and noise characteristics over the plurality of test voltages. Based on the shape, the memory device selects an operation in determining an optimized read voltage of the group of memory cells.
    Type: Application
    Filed: December 30, 2024
    Publication date: April 24, 2025
    Inventors: AbdelHakim S. Alhussien, James Fitzpatrick, Patrick Robert Khayat, Sivagnanam Parthasarathy
  • Patent number: 12217803
    Abstract: A memory device to determine a voltage optimized to read a group of memory cells. In response to a command, the memory device reads the group of memory cells at a plurality of test voltages to determine a set of signal and noise characteristics of the group of memory cells. The memory device determines or recognizes a shape of a distribution of the signal and noise characteristics over the plurality of test voltages. Based on the shape, the memory device selects an operation in determining an optimized read voltage of the group of memory cells.
    Type: Grant
    Filed: May 11, 2022
    Date of Patent: February 4, 2025
    Assignee: Micron Technology, Inc.
    Inventors: Abdelhakim S. Alhussien, James Fitzpatrick, Patrick Robert Khayat, Sivagnanam Parthasarathy
  • Publication number: 20240412795
    Abstract: A memory sub-system to track charge loss in memory cells and shifts of voltages optimized to read the memory cells. For example, a memory device can measure signal and noise characteristics of a group of memory cells to calculate an optimized read voltage of the group of memory cells. The memory sub-system having the memory device can determine an amount of charge loss in the group of memory cells, using at least the signal and noise characteristics, the optimized read voltage, and/or the bit error rate of data read using the optimized read voltage. The memory sub-system tracks changes in optimized read voltages of memory cells in the memory device based on the amount of charge loss.
    Type: Application
    Filed: August 19, 2024
    Publication date: December 12, 2024
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Publication number: 20240379172
    Abstract: A memory sub-system configured to execute a read command of a first type using a combine process to read soft bit data and hard bit data from memory cells. For example, a memory device is to: measure signal and noise characteristics of memory cells for the read command; calculate, based on the characteristics, an optimized voltage and two adjacent voltages that have offsets of a same amount from the optimized voltage; read the memory cells for hard bit data using the optimized voltage and for soft bit data using the two adjacent voltages; and transmit, to the processing device, a response including the hard bit data. The soft bit data can be selectively transmitted based on a classification determined from the characteristics. When a read command of a second type is executed, soft bit data is not read; and/or the signal and noise characteristics are not measured.
    Type: Application
    Filed: July 19, 2024
    Publication date: November 14, 2024
    Inventors: James Fitzpatrick, Sivagnanam Parthasarathy, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Publication number: 20240312530
    Abstract: A memory sub-system configured to: measure a plurality of sets of signal and noise characteristics of a group of memory cells in a memory device; determine a plurality of optimized read voltages of the group of memory cells from the plurality of sets of signal and noise characteristics respectively; generate features from the plurality of sets of signal and noise characteristics, including at least one compound feature generated from the plurality of sets of signal and noise characteristics; generate, using the features, a classification of a bit error rate of data retrievable from the group of memory cells; and control an operation to read the group of memory cells based on the classification.
    Type: Application
    Filed: May 30, 2024
    Publication date: September 19, 2024
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Publication number: 20240296896
    Abstract: A memory device to perform a read disturb mitigation operation. For example, the memory device can measure signal and noise characteristics of a group of memory cells to determine an optimized read voltage of the group of memory cells and determine a margin of read disturb accumulated in the group of memory cells. Subsequently, the memory device can identify the group of memory cells for the read disturb mitigation operation based on the margin of read disturb and a predetermined threshold.
    Type: Application
    Filed: May 7, 2024
    Publication date: September 5, 2024
    Inventors: Patrick Robert Khayat, James Fitzpatrick, AbdelHakim S. Alhussien, Sivagnanam Parthasarathy
  • Patent number: 12073899
    Abstract: A memory sub-system to track charge loss in memory cells and shifts of voltages optimized to read the memory cells. For example, a memory device can measure signal and noise characteristics of a group of memory cells to calculate an optimized read voltage of the group of memory cells. The memory sub-system having the memory device can determine an amount of charge loss in the group of memory cells, using at least the signal and noise characteristics, the optimized read voltage, and/or the bit error rate of data read using the optimized read voltage. The memory sub-system tracks changes in optimized read voltages of memory cells in the memory device based on the amount of charge loss.
    Type: Grant
    Filed: November 29, 2021
    Date of Patent: August 27, 2024
    Assignee: Micron Technology, Inc.
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Patent number: 12046296
    Abstract: A memory sub-system configured to execute a read command of a first type using a combine process to read soft bit data and hard bit data from memory cells. For example, a memory device is to: measure signal and noise characteristics of memory cells for the read command; calculate, based on the characteristics, an optimized voltage and two adjacent voltages that have offsets of a same amount from the optimized voltage; read the memory cells for hard bit data using the optimized voltage and for soft bit data using the two adjacent voltages; and transmit, to the processing device, a response including the hard bit data. The soft bit data can be selectively transmitted based on a classification determined from the characteristics. When a read command of a second type is executed, soft bit data is not read; and/or the signal and noise characteristics are not measured.
    Type: Grant
    Filed: January 18, 2022
    Date of Patent: July 23, 2024
    Assignee: Micron Technology, Inc.
    Inventors: James Fitzpatrick, Sivagnanam Parthasarathy, Patrick Robert Khayat, Abdelhakim S. Alhussien
  • Patent number: 12009034
    Abstract: A memory sub-system configured to: measure a plurality of sets of signal and noise characteristics of a group of memory cells in a memory device; determine a plurality of optimized read voltages of the group of memory cells from the plurality of sets of signal and noise characteristics respectively; generate features from the plurality of sets of signal and noise characteristics, including at least one compound feature generated from the plurality of sets of signal and noise characteristics; generate, using the features, a classification of a bit error rate of data retrievable from the group of memory cells; and control an operation to read the group of memory cells based on the classification.
    Type: Grant
    Filed: March 2, 2020
    Date of Patent: June 11, 2024
    Assignee: Micron Technology, Inc.
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, Abdelhakim S. Alhussien
  • Patent number: 12009040
    Abstract: A memory device to program a group of memory cells to store multiple bits per memory cell. Each bit per memory cell in the group from a page. After determining a plurality of read voltages of the group of memory cells, the memory device can read the multiple pages of the group using the plurality of read voltages. For each respective page in the multiple pages, the memory device can determine a count of first memory cells in the respective page that have threshold voltages higher than a highest read voltage, among the plurality of read voltages, used to read the respective page. The count of the first memory cells can be compared with a predetermined range of a fraction of memory cells in the respective page to evaluate the plurality of read voltages (e.g., whether any of the read voltages is in a wrong voltage range).
    Type: Grant
    Filed: September 7, 2022
    Date of Patent: June 11, 2024
    Assignee: Micron Technology, Inc.
    Inventors: Sivagnanam Parthasarathy, James Fitzpatrick, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Publication number: 20240185915
    Abstract: A memory device to determine a voltage window to read soft bit data. For example, in response to a read command, the memory device can read a group of memory cells at a plurality of test voltages to determine signal and noise characteristics, which can be used to determine an optimized read voltage for reading hard bit data and a voltage window between a first voltage and a second voltage for reading soft bit data. The soft bit data identifies exclusive or (XOR) of results read from the group of memory cells at the first voltage and at the second voltage respective. The memory device can provide a response to the read command based on the hard bit data and the soft bit data.
    Type: Application
    Filed: January 4, 2024
    Publication date: June 6, 2024
    Inventors: James Fitzpatrick, Sivagnanam Parthasarathy, Patrick Robert Khayat, AbdelHakim S. Alhussien
  • Publication number: 20240160363
    Abstract: A memory device configured to descramble scrambled composite data. In one approach, the scrambled composite data is provided by an XOR (exclusive OR operation) of more than one data set scrambled with non-linear scramblers. A memory device is configured to receive scramble codes generated by non-linear scramblers and perform an XOR of the scrambled composite data with the scramble codes to remove scrambling from the composite data. In one example, the scrambled data sets are data to be written to a NAND device at more than one bit per cell density (e.g., MLC, TLC, QLC, PLC, etc.). For example, the scrambled data sets may be written to the NAND device in more than one programming pass. In one example, the scrambled composite data is used to read the scrambled data sets that have been written in a first programming pass.
    Type: Application
    Filed: January 23, 2024
    Publication date: May 16, 2024
    Inventors: Patrick Robert Khayat, Sivagnanam Parthasarathy, Mustafa N. Kaynak
  • Patent number: 11984172
    Abstract: A memory device to perform a read disturb mitigation operation. For example, the memory device can measure signal and noise characteristics of a group of memory cells to determine an optimized read voltage of the group of memory cells and determine a margin of read disturb accumulated in the group of memory cells. Subsequently, the memory device can identify the group of memory cells for the read disturb mitigation operation based on the margin of read disturb and a predetermined threshold.
    Type: Grant
    Filed: November 29, 2021
    Date of Patent: May 14, 2024
    Assignee: Micron Technology, Inc.
    Inventors: Patrick Robert Khayat, James Fitzpatrick, AbdelHakim S. Alhussien, Sivagnanam Parthasarathy