Enhanced valley tracking with trim setting updates in a memory device

[0001] This application claims the benefit of U.S. Provisional Patent Application No. 63/408,668, filed Sep. 21, 2022, the entire contents of which are hereby incorporated by reference herein.

[0002] Embodiments of the disclosure relate generally to memory sub-systems, and more specifically, relate to enhanced valley tracking with trim setting updates in a memory device.

[0003] A memory sub-system can include one or more memory devices that store data. The memory devices can be, for example, non-volatile memory devices and volatile memory devices. In general, a host system can utilize a memory sub-system to store data at the memory devices and to retrieve data from the memory devices.

[0010] Aspects of the present disclosure are directed to enhanced valley tracking with trim setting updates in a memory device of a memory sub-system. A memory sub-system can be a storage device, a memory module, or a hybrid of a storage device and memory module. Examples of storage devices and memory modules are described below in conjunction with FIG. 1. In general, a host system can utilize a memory sub-system that includes one or more components, such as memory devices that store data. The host system can provide data to be stored at the memory sub-system and can request data to be retrieved from the memory sub-system.

[0011] A memory sub-system can include high density non-volatile memory devices where retention of data is desired when no power is supplied to the memory device. For example, NAND memory, such as 3D flash NAND memory, offers storage in the form of compact, high density configurations. A non-volatile memory device is a package of one or more dice, each including one or more planes. For some types of non-volatile memory devices (e.g., NAND memory), each plane includes of a set of physical blocks. Each block includes of a set of pages. Each page includes of a set of memory cells (“cells”). A cell is an electronic circuit that stores information. Depending on the cell type, a cell can store one or more bits of binary information, and has various logic states that correlate to the number of bits being stored. The logic states can be represented by binary values, such as “0” and “1”, or combinations of such values.

[0012] A memory device can be made up of bits arranged in a two-dimensional or a three-dimensional grid. Memory cells are formed onto a silicon wafer in an array of columns (also hereinafter referred to as bitlines) and rows (also hereinafter referred to as wordlines). A wordline can refer to one or more rows of memory cells of a memory device that are used with one or more bitlines to generate the address of each of the memory cells. The intersection of a bitline and wordline constitutes the address of the memory cell. A block hereinafter refers to a unit of the memory device used to store data and can include a group of memory cells, a wordline group, a wordline, or individual memory cells. One or more blocks can be grouped together to form separate partitions (e.g., planes) of the memory device in order to allow concurrent operations to take place on each plane.

[0013] Bit flip errors can occur in certain memory devices when there is not enough separation between respective threshold voltages (V_t) of two adjacent bit levels (also referred to as “states”). Typically, each binary value stored in a memory cell has a different associated threshold voltage, with the lowest binary value having the highest threshold voltage, the highest binary value having the lowest threshold voltage, and intermediate states having progressively different threshold voltage values. For example, a memory cell configured as triple level cell (TLC) memory can have eight states, with each state having a corresponding V_t. Similarly, a memory cell configured as quad level cell (QLC) memory can have 16 states, with each state having a corresponding V_t. In certain memory devices, bit flip errors can be reduced (e.g., minimized) through providing a better separation of levels (i.e., a larger read window budget (RWB)) in a threshold voltage (V_t) distribution. The separation between two adjacent levels is reduced, however, when more bits are stored per memory cell.

[0014] In many memory devices, the level separation in threshold voltages becomes further reduced (or shifted) due to changes in environmental conditions, such as cross-temperature effects, or data retention (i.e., the passage of time). Cross-temperature negatively impacts level separation in situations where the memory cell operates (e.g., is read) at a temperature range which is different from a temperature at which the memory cell was programmed. For example, cross-temperature effects can arise when data is read from a memory cell at a temperature that is different from the temperature at which data was written into the memory cell. Cross-temperature-induced errors can be accumulated by one or both of shifted levels that cross thresholds boundaries causing bit flip errors and/or overlapping levels causing increased number of bit flip errors. Bit flip errors reduce reliability and data retention capability as a result of the increased error rate. As the difference between a data write temperature and a data read temperature increases, so does the error rate of the data as a result of level shift and level overlap.

[0015] Many memory devices have operating specifications and reliability requirements which require the devices to avoid a read recovery flow for data stored for a given data retention period as well as a given cross-temperature change. As the storage capacity of a memory cell is increased to store more bits, meeting the reliability requirements of the memory sub-system can be more difficult, and the memory devices can utilize additional error correction operations as part of the read recovery flow. For example, error correction codes (ECC) can be used to correct the cross-temperature related bit errors. QLC NAND-based SSDs can utilize more complex error correction operations than those using SLC, MLC or TLC NAND flash. Thus, under certain cross-temperature conditions, a large number of error correction operations will be performed to correct the cross-temperature related bit flip errors. These error correction operations reduce throughput in the memory sub-system and increase read command latency.

[0016] Certain memory devices and memory sub-systems attempt to reduce the error rates using a variety of techniques, including a valley tracking operation to determine an optimal read level. This can include, for example, determining a compensation offset value to account for a given memory cell's shift in threshold voltage. Since the threshold voltage shift can vary depending on process variations in each memory cell, the location of the memory cell (i.e., die to die variations), and the number of program/erase cycles performed on the cell, such a calibration process can be complicated. Certain memory devices perform an instantaneous read voltage calibration to adjust the read voltage level applied during a read operation. For example, certain memory devices can perform failed byte count read compensation (i.e., a digital failed byte count (Dcfbyte) operation) where a number of errors in one particular programming distribution (e.g., the highest voltage programming distribution among QLC memory cells) is determined at the start of the read operation, and the read voltage level can be adjusted based on the determined number of errors. Such a valley tracking operation, however, does not improve the read window budget in the memory device, which can cause achieving the reliability requirements related to the read recovery flow to remain challenging.

[0017] Aspects of the present disclosure address the above and other deficiencies by providing enhanced valley tracking with trim setting updates in a memory device of a memory sub-system. In one embodiment, the memory device receives a read command (e.g., from a memory sub-system controller) and initiates a failed byte count read operation (e.g., a digital Cfbyte operation) where a failed byte count strobe is applied to one or more wordlines of the memory device. The voltage level of the strobe is set to target a specific programming distribution (i.e., level) so that a number of errors in that distribution can be determined and used to adjust one or more parameters for the remainder of the read operation (e.g., as part of a secondary calibration operation and/or to actually read the host data stored in memory cells configured as QLC memory). Control logic in the memory device can use the number of errors read from the one distribution of QLC memory cells and use that value to adjust one or more parameters of the read operation. For example, the control logic can adjust the read voltage level. In addition, the control logic can adjust one or more other trim settings, such as a bitline voltage (e.g., Vbl), a pass voltage applied to adjacent wordlines (e.g., Vpasslr), a read threshold voltage (e.g., V_t) sensing time, or other parameters.

[0018] Advantages of this approach include, but are not limited to, improved performance in the memory device. The techniques described herein provide a simple on-die solution that detects workload conditions and adjusts the read voltage offsets and other parameters to strike a balance between performance and quality of service across a variety of operating conditions.

[0019] FIG. 1A illustrates an example computing system 100 that includes a memory sub-system 110 in accordance with some embodiments of the present disclosure. The memory sub-system 110 can include media, such as one or more volatile memory devices (e.g., memory device 140), one or more non-volatile memory devices (e.g., memory device 130), or a combination of such.

[0020] A memory sub-system 110 can be a storage device, a memory module, or a hybrid of a storage device and memory module. Examples of a storage device include a solid-state drive (SSD), a flash drive, a universal serial bus (USB) flash drive, an embedded Multi-Media Controller (eMMC) drive, a Universal Flash Storage (UFS) drive, a secure digital (SD) card, and a hard disk drive (HDD). Examples of memory modules include a dual in-line memory module (DIMM), a small outline DIMM (SO-DIMM), and various types of non-volatile dual in-line memory modules (NVDIMMs).

[0021] The computing system 100 can be a computing device such as a desktop computer, laptop computer, network server, mobile device, a vehicle (e.g., airplane, drone, train, automobile, or other conveyance), Internet of Things (IoT) enabled device, embedded computer (e.g., one included in a vehicle, industrial equipment, or a networked commercial device), or such computing device that includes memory and a processing device.

[0022] The computing system 100 can include a host system 120 that is coupled to one or more memory sub-systems 110. In some embodiments, the host system 120 is coupled to different types of memory sub-system 110. FIG. 1A illustrates one example of a host system 120 coupled to one memory sub-system 110. As used herein, “coupled to” or “coupled with” generally refers to a connection between components, which can be an indirect communicative connection or direct communicative connection (e.g., without intervening components), whether wired or wireless, including connections such as electrical, optical, magnetic, etc.

[0023] The host system 120 can include a processor chipset and a software stack executed by the processor chipset. The processor chipset can include one or more cores, one or more caches, a memory controller (e.g., NVDIMM controller), and a storage protocol controller (e.g., PCIe controller, SATA controller). The host system 120 uses the memory sub-system 110, for example, to write data to the memory sub-system 110 and read data from the memory sub-system 110.

[0024] The host system 120 can be coupled to the memory sub-system 110 via a physical host interface. Examples of a physical host interface include, but are not limited to, a serial advanced technology attachment (SATA) interface, a peripheral component interconnect express (PCIe) interface, universal serial bus (USB) interface, Fibre Channel, Serial Attached SCSI (SAS), a double data rate (DDR) memory bus, Small Computer System Interface (SCSI), a dual in-line memory module (DIMM) interface (e.g., DIMM socket interface that supports Double Data Rate (DDR)), etc. The physical host interface can be used to transmit data between the host system 120 and the memory sub-system 110. The host system 120 can further utilize an NVM Express (NVMe) interface to access the memory components (e.g., memory devices 130) when the memory sub-system 110 is coupled with the host system 120 by the PCIe interface. The physical host interface can provide an interface for passing control, address, data, and other signals between the memory sub-system 110 and the host system 120. FIG. 1A illustrates a memory sub-system 110 as an example. In general, the host system 120 can access multiple memory sub-systems via a same communication connection, multiple separate communication connections, and/or a combination of communication connections.

[0025] The memory devices 130, 140 can include any combination of the different types of non-volatile memory devices and/or volatile memory devices. The volatile memory devices (e.g., memory device 140) can be, but are not limited to, random access memory (RAM), such as dynamic random access memory (DRAM) and synchronous dynamic random access memory (SDRAM).

[0026] Some examples of non-volatile memory devices (e.g., memory device 130) include negative-and (NAND) type flash memory and write-in-place memory, such as three-dimensional cross-point (“3D cross-point”) memory. A cross-point array of non-volatile memory can perform bit storage based on a change of bulk resistance, in conjunction with a stackable cross-gridded data access array. Additionally, in contrast to many flash-based memories, cross-point non-volatile memory can perform a write in-place operation, where a non-volatile memory cell can be programmed without the non-volatile memory cell being previously erased. NAND type flash memory includes, for example, two-dimensional NAND (2D NAND) and three-dimensional NAND (3D NAND).

[0027] Each of the memory devices 130 can include one or more arrays of memory cells. One type of memory cell, for example, single level cells (SLC) can store one bit per cell. Other types of memory cells, such as multi-level cells (MLCs), triple level cells (TLCs), and quad-level cells (QLCs), can store multiple bits per cell. In some embodiments, each of the memory devices 130 can include one or more arrays of memory cells such as SLCs, MLCs, TLCs, QLCs, or any combination of such. In some embodiments, a particular memory device can include an SLC portion, and an MLC portion, a TLC portion, or a QLC portion of memory cells. The memory cells of the memory devices 130 can be grouped as pages that can refer to a logical unit of the memory device used to store data. With some types of memory (e.g., NAND), pages can be grouped to form blocks.

[0028] Although non-volatile memory components such as a 3D cross-point array of non-volatile memory cells and NAND type flash memory (e.g., 2D NAND, 3D NAND) are described, the memory device 130 can be based on any other type of non-volatile memory, such as read-only memory (ROM), phase change memory (PCM), self-selecting memory, other chalcogenide based memories, ferroelectric transistor random-access memory (FeTRAM), ferroelectric random access memory (FeRAM), magneto random access memory (MRAM), Spin Transfer Torque (STT)-MRAM, conductive bridging RAM (CBRAM), resistive random access memory (RRAIVI), oxide based RRAM (OxRAM), negative-or (NOR) flash memory, electrically erasable programmable read-only memory (EEPROM).

[0029] A memory sub-system controller 115 (or controller 115 for simplicity) can communicate with the memory devices 130 to perform operations such as reading data, writing data, or erasing data at the memory devices 130 and other such operations. The memory sub-system controller 115 can include hardware such as one or more integrated circuits and/or discrete components, a buffer memory, or a combination thereof. The hardware can include a digital circuitry with dedicated (i.e., hard-coded) logic to perform the operations described herein. The memory sub-system controller 115 can be a microcontroller, special purpose logic circuitry (e.g., a field programmable gate array (FPGA), an application specific integrated circuit (ASIC), etc.), or other suitable processor.

[0030] The memory sub-system controller 115 can include a processor 117 (e.g., a processing device) configured to execute instructions stored in a local memory 119. In the illustrated example, the local memory 119 of the memory sub-system controller 115 includes an embedded memory configured to store instructions for performing various processes, operations, logic flows, and routines that control operation of the memory sub-system 110, including handling communications between the memory sub-system 110 and the host system 120.

[0031] In some embodiments, the local memory 119 can include memory registers storing memory pointers, fetched data, etc. The local memory 119 can also include read-only memory (ROM) for storing micro-code. While the example memory sub-system 110 in FIG. 1A has been illustrated as including the memory sub-system controller 115, in another embodiment of the present disclosure, a memory sub-system 110 does not include a memory sub-system controller 115, and can instead rely upon external control (e.g., provided by an external host, or by a processor or controller separate from the memory sub-system).

[0032] In general, the memory sub-system controller 115 can receive commands or operations from the host system 120 and can convert the commands or operations into instructions or appropriate commands to achieve the desired access to the memory devices 130. The memory sub-system controller 115 can be responsible for other operations such as wear leveling operations, garbage collection operations, error detection and error-correcting code (ECC) operations, encryption operations, caching operations, and address translations between a logical address (e.g., logical block address (LBA), namespace) and a physical address (e.g., physical block address) that are associated with the memory devices 130. The memory sub-system controller 115 can further include host interface circuitry to communicate with the host system 120 via the physical host interface. The host interface circuitry can convert the commands received from the host system into command instructions to access the memory devices 130 as well as convert responses associated with the memory devices 130 into information for the host system 120.

[0033] The memory sub-system 110 can also include additional circuitry or components that are not illustrated. In some embodiments, the memory sub-system 110 can include a cache or buffer (e.g., DRAM) and address circuitry (e.g., a row decoder and a column decoder) that can receive an address from the memory sub-system controller 115 and decode the address to access the memory devices 130.

[0034] In some embodiments, the memory devices 130 include local media controllers 135 that operate in conjunction with memory sub-system controller 115 to execute operations on one or more memory cells of the memory devices 130. An external controller (e.g., memory sub-system controller 115) can externally manage the memory device 130 (e.g., perform media management operations on the memory device 130). In some embodiments, a memory device 130 is a managed memory device, which is a raw memory device 130 having control logic (e.g., local controller 135) on the die and a controller (e.g., memory sub-system controller 115) for media management within the same memory device package. An example of a managed memory device is a managed NAND (MNAND) device. Memory device 130, for example, can represent a single die having some control logic (e.g., local media controller 135) embodied thereon. In some embodiments, one or more components of memory sub-system 110 can be omitted.

[0035] In one embodiment, memory sub-system 110 includes a memory interface component 113. Memory interface component 113 is responsible for handling interactions of memory sub-system controller 115 with the memory devices of memory sub-system 110, such as memory device 130. For example, memory interface component 113 can send memory access commands corresponding to requests received from host system 120 to memory device 130, such as program commands, read commands, or other commands. In addition, memory interface component 113 can receive data from memory device 130, such as data retrieved in response to a read command or a confirmation that a program command was successfully performed. In some embodiments, the memory sub-system controller 115 includes at least a portion of the memory interface 113. For example, the memory sub-system controller 115 can include a processor 117 (e.g., a processing device) configured to execute instructions stored in local memory 119 for performing the operations described herein. In some embodiments, the memory interface component 113 is part of the host system 110, an application, or an operating system.

[0036] In one embodiment, memory device 130 includes local media controller 135 and a memory array 104. As described herein, the memory array 104 can be logically or physically divided into a number of segments (e.g., dies, blocks, pages, etc.). When performing a read operation on one of those segments, local media controller 135 can perform one or more enhanced valley tracking operations. In one embodiment, the enhanced valley tracking operations can include a first coarse calibration operation and a second fine calibration operation. For example, the first coarse calibration operation can include a failed byte count read operation (e.g., a digital Cfbyte operation), where local media controller 135 can cause a failed byte count strobe signal to be applied to one or more wordlines of memory array 104 to read the number of errors in one distribution of xLC (e.g., TLC, QLC) memory cells in the memory array 104. Using the number of errors in that one distribution, local media controller 135 can determine (e.g., using a pre-populated data structure, such as a look-up table) a read level offset (i.e., an adjustment to a default read voltage level) to be used in both the second fine calibration operation and the host data read. In addition, local media controller 135 can use the number of errors determined in the first coarse calibration operation to adjust one or more parameters of the read operation. For example, using the same or a different data structure, local media controller 135 can identify and apply offsets to one or more other trim settings. These trim settings are configurable parameters that control operations in the memory device and/or memory sub-system, such as a bitline voltage (e.g. Vbl), a pass voltage applied to adjacent wordlines (e.g., Vpass1r), a read threshold voltage (e.g., V_t) sensing time, or other parameters. Local media controller 135 can use these offsets when performing the second fine calibration operation, such as a parallel auto-read calibration (pARC) operation and when reading the host data stored in the memory cells of the selected wordline. In this manner, local media controller 135 can selectively take corrective action to adjust the read voltage level (e.g., apply a read voltage offset to a default read voltage level) and other parameters only when necessary, and can prevent the added latency in completing the read operation associated with both taking unwarranted corrective action and having to trigger the read recovery flow or other error correction operations. Further details with regards to the operations of local media controller 135 are described below.

[0037] FIG. 1B is a simplified block diagram of a first apparatus, in the form of a memory device 130, in communication with a second apparatus, in the form of a memory sub-system controller 115 of a memory sub-system (e.g., memory sub-system 110 of FIG. 1A), according to an embodiment. Some examples of electronic systems include personal computers, personal digital assistants (PDAs), digital cameras, digital media players, digital recorders, games, appliances, vehicles, wireless devices, mobile telephones and the like. The memory sub-system controller 115 (e.g., a controller external to the memory device 130), may be a memory controller or other external host device.

[0038] Memory device 130 includes an array of memory cells 104 logically arranged in rows and columns. Memory cells of a logical row are typically connected to the same access line (e.g., a wordline) while memory cells of a logical column are typically selectively connected to the same data line (e.g., a bit line). A single access line may be associated with more than one logical row of memory cells and a single data line may be associated with more than one logical column. Memory cells (not shown in FIG. 1B) of at least a portion of array of memory cells 104 are capable of being programmed to one of at least two target data states.

[0039] Row decode circuitry 108 and column decode circuitry 109 are provided to decode address signals. Address signals are received and decoded to access the array of memory cells 104. Memory device 130 also includes input/output (I/O) control circuitry 160 to manage input of commands, addresses and data to the memory device 130 as well as output of data and status information from the memory device 130. An address register 114 is in communication with I/O control circuitry 160 and row decode circuitry 108 and column decode circuitry 109 to latch the address signals prior to decoding. A command register 124 is in communication with I/O control circuitry 160 and local media controller 135 to latch incoming commands.

[0040] A controller (e.g., the local media controller 135 internal to the memory device 130) controls access to the array of memory cells 104 in response to the commands and generates status information for the external memory sub-system controller 115, i.e., the local media controller 135 is configured to perform access operations (e.g., read operations, programming operations and/or erase operations) on the array of memory cells 104. The local media controller 135 is in communication with row decode circuitry 108 and column decode circuitry 109 to control the row decode circuitry 108 and column decode circuitry 109 in response to the addresses.

[0041] The local media controller 135 is also in communication with a cache register 172. Cache register 172 latches data, either incoming or outgoing, as directed by the local media controller 135 to temporarily store data while the array of memory cells 104 is busy writing or reading, respectively, other data. During a program operation (e.g., write operation), data may be passed from the cache register 172 to the data register 170 for transfer to the array of memory cells 104; then new data may be latched in the cache register 172 from the I/O control circuitry 160. During a read operation, data may be passed from the cache register 172 to the I/O control circuitry 160 for output to the memory sub-system controller 115; then new data may be passed from the data register 170 to the cache register 172. The cache register 172 and/or the data register 170 may form (e.g., may form a portion of) a page buffer of the memory device 130. A page buffer may further include sensing devices (not shown in FIG. 1B) to sense a data state of a memory cell of the array of memory cells 104, e.g., by sensing a state of a data line connected to that memory cell. A status register 122 may be in communication with I/O control circuitry 160 and the local memory controller 135 to latch the status information for output to the memory sub-system controller 115.

[0042] Memory device 130 receives control signals at the memory sub-system controller 115 from the local media controller 135 over a control link 132. For example, the control signals can include a chip enable signal CE #, a command latch enable signal CLE, an address latch enable signal ALE, a write enable signal WE #, a read enable signal RE #, and a write protect signal WP #. Additional or alternative control signals (not shown) may be further received over control link 132 depending upon the nature of the memory device 130. In one embodiment, memory device 130 receives command signals (which represent commands), address signals (which represent addresses), and data signals (which represent data) from the memory sub-system controller 115 over a multiplexed input/output (I/O) bus 134 and outputs data to the memory sub-system controller 115 over I/O bus 134.

[0043] For example, the commands may be received over input/output (I/O) pins [7:0] of I/O bus 134 at I/O control circuitry 160 and may then be written into command register 124. The addresses may be received over input/output (I/O) pins [7:0] of I/O bus 134 at I/O control circuitry 160 and may then be written into address register 114. The data may be received over input/output (I/O) pins [7:0] for an 8-bit device or input/output (I/O) pins [15:0] for a 16-bit device at I/O control circuitry 160 and then may be written into cache register 172. The data may be subsequently written into data register 170 for programming the array of memory cells 104.

[0044] In an embodiment, cache register 172 may be omitted, and the data may be written directly into data register 170. Data may also be output over input/output (I/O) pins [7:0] for an 8-bit device or input/output (I/O) pins [15:0] for a 16-bit device. Although reference may be made to I/O pins, they may include any conductive node providing for electrical connection to the memory device 130 by an external device (e.g., the memory sub-system controller 115), such as conductive pads or conductive bumps as are commonly used.

[0045] It will be appreciated by those skilled in the art that additional circuitry and signals can be provided, and that the memory device 130 of FIG. 1B has been simplified. It should be recognized that the functionality of the various block components described with reference to FIG. 1B may not necessarily be segregated to distinct components or component portions of an integrated circuit device. For example, a single component or component portion of an integrated circuit device could be adapted to perform the functionality of more than one block component of FIG. 1B. Alternatively, one or more components or component portions of an integrated circuit device could be combined to perform the functionality of a single block component of FIG. 1B. Additionally, while specific I/O pins are described in accordance with popular conventions for receipt and output of the various signals, it is noted that other combinations or numbers of I/O pins (or other I/O node structures) may be used in the various embodiments.

[0046] FIG. 2 is a schematic of portions of an array of memory cells 104, such as a NAND memory array, as could be used in a memory of the type described with reference to FIG. 1B according to an embodiment. Memory array 104 includes access lines, such as wordlines 202₀ to 202_N, and data lines, such as bit lines 204₀ to 204_M. The wordlines 202 can be connected to global access lines (e.g., global wordlines), not shown in FIG. 2, in a many-to-one relationship. For some embodiments, memory array 104 can be formed over a semiconductor that, for example, can be conductively doped to have a conductivity type, such as a p-type conductivity, e.g., to form a p-well, or an n-type conductivity, e.g., to form an n-well.

[0047] Memory array 104 can be arranged in rows (each corresponding to a wordline 202) and columns (each corresponding to a bit line 204). Each column can include a string of series-connected memory cells (e.g., non-volatile memory cells), such as one of NAND strings 206₀ to 206_M. Each NAND string 206 can be connected (e.g., selectively connected) to a common source (SRC) 216 and can include memory cells 208₀ to 208_N. The memory cells 208 can represent non-volatile memory cells for storage of data. The memory cells 208 of each NAND string 206 can be connected in series between a select gate 210 (e.g., a field-effect transistor), such as one of the select gates 210₀ to 210_M (e.g., that can be source select transistors, commonly referred to as select gate source), and a select gate 212 (e.g., a field-effect transistor), such as one of the select gates 212₀ to 212_M (e.g., that can be drain select transistors, commonly referred to as select gate drain). Select gates 210₀ to 210_M can be commonly connected to a select line 214, such as a source select line (SGS), and select gates 212₀ to 212_M can be commonly connected to a select line 215, such as a drain select line (SGD). Although depicted as traditional field-effect transistors, the select gates 210 and 212 can utilize a structure similar to (e.g., the same as) the memory cells 208. The select gates 210 and 212 can represent a number of select gates connected in series, with each select gate in series configured to receive a same or independent control signal.

[0048] A source of each select gate 210 can be connected to common source 216. The drain of each select gate 210 can be connected to a memory cell 208₀ of the corresponding NAND string 206. For example, the drain of select gate 210₀ can be connected to memory cell 208₀ of the corresponding NAND string 206₀. Therefore, each select gate 210 can be configured to selectively connect a corresponding NAND string 206 to the common source 216. A control gate of each select gate 210 can be connected to the select line 214.

[0049] The drain of each select gate 212 can be connected to the bit line 204 for the corresponding NAND string 206. For example, the drain of select gate 212₀ can be connected to the bit line 204₀ for the corresponding NAND string 206₀. The source of each select gate 212 can be connected to a memory cell 208_N of the corresponding NAND string 206. For example, the source of select gate 212₀ can be connected to memory cell 208_N of the corresponding NAND string 206₀. Therefore, each select gate 212 can be configured to selectively connect a corresponding NAND string 206 to the corresponding bit line 204. A control gate of each select gate 212 can be connected to select line 215.

[0050] The memory array 104 in FIG. 2 can be a quasi-two-dimensional memory array and can have a generally planar structure, e.g., where the common source 216, NAND strings 206 and bit lines 204 extend in substantially parallel planes. Alternatively, the memory array 104 in FIG. 2 can be a three-dimensional memory array, e.g., where NAND strings 206 can extend substantially perpendicular to a plane containing the common source 216 and to a plane containing the bit lines 204 that can be substantially parallel to the plane containing the common source 216.

[0051] Typical construction of memory cells 208 includes a data-storage structure 234 (e.g., a floating gate, charge trap, and the like) that can determine a data state of the memory cell (e.g., through changes in threshold voltage), and a control gate 236, as shown in FIG. 2. The data-storage structure 234 can include both conductive and dielectric structures while the control gate 236 is generally formed of one or more conductive materials. In some cases, memory cells 208 can further have a defined source/drain (e.g., source) 230 and a defined source/drain (e.g., drain) 232. The memory cells 208 have their control gates 236 connected to (and in some cases form) a wordline 202.

[0052] A column of the memory cells 208 can be a NAND string 206 or a number of NAND strings 206 selectively connected to a given bit line 204. A row of the memory cells 208 can be memory cells 208 commonly connected to a given wordline 202. A row of memory cells 208 can, but need not, include all the memory cells 208 commonly connected to a given wordline 202. Rows of the memory cells 208 can often be divided into one or more groups of physical pages of memory cells 208, and physical pages of the memory cells 208 often include every other memory cell 208 commonly connected to a given wordline 202. For example, the memory cells 208 commonly connected to wordline 202_N and selectively connected to even bit lines 204 (e.g., bit lines 204₀, 204₂, 204₄, etc.) can be one physical page of the memory cells 208 (e.g., even memory cells) while memory cells 208 commonly connected to wordline 202_N and selectively connected to odd bit lines 204 (e.g., bit lines 204₁, 204₃, 204₅, etc.) can be another physical page of the memory cells 208 (e.g., odd memory cells).

[0053] Although bit lines 204₃-204₅ are not explicitly depicted in FIG. 2, it is apparent from the figure that the bit lines 204 of the array of memory cells 104 can be numbered consecutively from bit line 204₀ to bit line 204_M. Other groupings of the memory cells 208 commonly connected to a given wordline 202 can also define a physical page of memory cells 208. For certain memory devices, all memory cells commonly connected to a given wordline can be deemed a physical page of memory cells. The portion of a physical page of memory cells (which, in some embodiments, could still be the entire row) that is read during a single read operation or programmed during a single programming operation (e.g., an upper or lower page of memory cells) can be deemed a logical page of memory cells. A block of memory cells can include those memory cells that are configured to be erased together, such as all memory cells connected to wordlines 202₀-202_N (e.g., all NAND strings 206 sharing common wordlines 202). Unless expressly distinguished, a reference to a page of memory cells herein refers to the memory cells of a logical page of memory cells. Although the example of FIG. 2 is discussed in conjunction with NAND flash, the embodiments and concepts described herein are not limited to a particular array architecture or structure, and can include other structures (e.g., SONOS, phase change, ferroelectric, etc.) and other architectures (e.g., AND arrays, NOR arrays, etc.).

[0054] FIG. 3 is a flow diagram of an example method of performing an enhanced valley tracking operation with trim setting updates on a memory device of a memory sub-system in accordance with some embodiments of the present disclosure. The method 300 can be performed by processing logic that can include hardware (e.g., processing device, circuitry, dedicated logic, programmable logic, microcode, hardware of a device, integrated circuit, etc.), software (e.g., instructions run or executed on a processing device), or a combination thereof. In some embodiments, the method 300 is performed by local media controller 135 of FIG. 1A and FIG. 1B. Although shown in a particular sequence or order, unless otherwise specified, the order of the processes can be modified. Thus, the illustrated embodiments should be understood only as examples, and the illustrated processes can be performed in a different order, and some processes can be performed in parallel. Additionally, one or more processes can be omitted in various embodiments. Thus, not all processes are required in every embodiment. Other process flows are possible.

[0055] At operation 305, a request is received. For example, control logic (e.g., local media controller 135) can receive a request to read data from a memory array, such as memory array 104, of a memory device, such as memory device 130. In one embodiment, the request is received from a requestor, such as memory interface 113 of memory sub-system controller 115, or host system 120. In one embodiment, the request includes an indication of a segment (e.g., a page or block) of the memory array 104 where the data is stored.

[0056] At operation 310, an operation is performed. For example, the control logic can perform a first coarse valley tracking calibration operation on the segment of the memory array. In one embodiment, performing the first coarse valley tracking calibration operation comprises performing a failed byte count read operation on the segment of the memory array 104 to determine a failed byte count. To perform the failed byte count read operation on the segment of the memory array 104, the control logic can cause a failed byte count voltage strobe to be applied, for a set period of time, to one or more wordlines, such as wordlines 202, associated with the segment of the memory array 104. In one embodiment, local media controller 135 causes the waveform to be applied to one or more of wordlines 202 (i.e., the target wordline) associated with the segment being read in the memory array 104. For example, the waveform begins ramping up from an initial voltage (e.g., a ground voltage) to a pass voltage (Vpass). Once the waveform settles at the pass voltage, local media controller 135 causes the waveform to decrease to the failed byte count voltage strobe (Dcfbyte strobe) level. In one embodiment, the failed byte count voltage strobe voltage has a magnitude that is less than the pass voltage but greater than the ground voltage. The failed byte count voltage strobe can be applied for a set period of time, where the length of this period can be configurable and set according to the specific implementation. By applying the failed byte count voltage strobe to one or more wordlines, local media controller 135 can read a raw code word (i.e., a series of a fixed number of bits) from the segment of the memory device. Local media controller 135 can apply the code word to an error correcting code (ECC) decoder to generate a decoded code word and compare the decoded code word to the raw code word. The number of flipped bits between the decoded code word and the raw code word can represent the failed byte count (or failed bit count).

[0057] In one embodiment, the host data being read as part of the read operation can be stored in memory cells of the memory array 104 programmed to a number of program voltage levels to represent the data. For example, the memory cells can be configured as QLC memory having sixteen different program voltage levels (L0-L15). In other embodiment, the memory cells can be differently configured, such as TLC memory having eight different program voltage levels, for example. In one embodiment, the magnitude of the failed byte count voltage strobe targets a specific one of the number of program voltage levels. This can be, for example, the highest program voltage level (e.g., L15 for QLC memory). In other embodiments, the magnitude of the failed byte count voltage strobe can be set to some other level, such as program voltage level L14 or L13, for example.

[0058] At operation 315, parameters are configured. For example, the control logic can configure both a read voltage level and one or more additional parameters associated with the read operation based on a result of the first coarse valley tracking calibration operation. In one embodiment, this result includes the failed byte count determined at operation 310. Configuring the one or more parameters associated with the read operation comprises configuring one or more of a bitline voltage to be applied to a bitline of the memory array 104, such as one of bitlines 204₀ to 204_M, or a pass voltage (e.g., Vpass1r) to be applied to one or more wordlines adjacent to the target wordline in the memory array 104. For example, if the target wordline to which the read operation is directed is represented as WLn, the pass voltage Vpass1r can be applied to WLn−1 and WLn+1 during the read operation. In one embodiment, local media controller 135 can maintain a lookup table or other data structure storing a number of entries. Each entry can be associated with corresponding values of the failed byte count. Each entry can further include corresponding parameter values to be used when performing the read operation (e.g., a read voltage offset to be applied to a default read voltage, a bitline voltage offset to be applied to a default bitline voltage, a pass voltage offset to be applied to a default pass voltage). In this manner, local media controller 135 can configure the parameters of the read operation more accurately by basing the parameter values on the failed byte count value determined during the failed byte count read operation. To configure the parameters, local media controller 135 can load corresponding values into configuration registers associated with the respective parameters (e.g., read voltage, bitline voltage, pass voltage, sensing time).

[0059] At operation 320, an operation is performed. For example, the control logic can perform a second fine valley tracking calibration operation on the segment of the memory array using the read voltage level and the one or more parameters configured at operation 315. In one embodiment, performing the second fine valley tracking calibration operation comprises performing a parallel auto-read calibration (pARC) operation on the segment of the memory array 104. In a parallel auto-read calibration operation, local media controller 135 can perform a sequence of read operations at different read voltage levels, but starting at and centered on the read voltage level configured based on the results of the first coarse valley tracking calibration operation. Local media controller 135 can generate a histogram representing the error counts from that sequence of read operations and use the histogram to identify the mid-point of the valley between two adjacent programming distributions.

[0060] At operation 325, a read operation is performed. For example, the control logic can perform the read operation on the segment of the memory array 104 using the one or more configured parameters. For example, local media controller 135 can apply a modified read voltage level to the wordlines of the memory array 104 associated with the segment being read. Similarly, local media controller 135 can increase or decrease bitline voltage or pass voltage applied to adjacent wordlines for the read operation, as determined at operation 315. Depending on the embodiment, one or more parameters of the read operation can be adjusted at the same time. In one embodiment, to perform the read operation, local media controller 135 can cause a read voltage (Vread) to be applied to the wordlines. The read voltage can be periodically increased by a set step amount over time, where each step increase is designed to target a different programming distribution in the host data being read. The initial voltage and/or the size of the voltage steps can be configured as determined at operation 315.

[0061] FIG. 4 illustrates an example machine of a computer system 400 within which a set of instructions, for causing the machine to perform any one or more of the methodologies discussed herein, can be executed. In some embodiments, the computer system 400 can correspond to a host system (e.g., the host system 120 of FIG. 1) that includes, is coupled to, or utilizes a memory sub-system (e.g., the memory sub-system 110 of FIG. 1) or can be used to perform the operations of a controller (e.g., to execute an operating system to perform operations corresponding to the local media controller 135 of FIG. 1). In alternative embodiments, the machine can be connected (e.g., networked) to other machines in a LAN, an intranet, an extranet, and/or the Internet. The machine can operate in the capacity of a server or a client machine in client-server network environment, as a peer machine in a peer-to-peer (or distributed) network environment, or as a server or a client machine in a cloud computing infrastructure or environment.

[0062] The machine can be a personal computer (PC), a tablet PC, a set-top box (STB), a Personal Digital Assistant (PDA), a cellular telephone, a web appliance, a server, a network router, a switch or bridge, or any machine capable of executing a set of instructions (sequential or otherwise) that specify actions to be taken by that machine. Further, while a single machine is illustrated, the term “machine” shall also be taken to include any collection of machines that individually or jointly execute a set (or multiple sets) of instructions to perform any one or more of the methodologies discussed herein.

[0063] The example computer system 400 includes a processing device 402, a main memory 404 (e.g., read-only memory (ROM), flash memory, dynamic random access memory (DRAM) such as synchronous DRAM (SDRAM) or Rambus DRAM (RDRAM), etc.), a static memory 406 (e.g., flash memory, static random access memory (SRAM), etc.), and a data storage system 418, which communicate with each other via a bus 430.

[0064] Processing device 402 represents one or more general-purpose processing devices such as a microprocessor, a central processing unit, or the like. More particularly, the processing device can be a complex instruction set computing (CISC) microprocessor, reduced instruction set computing (RISC) microprocessor, very long instruction word (VLIW) microprocessor, or a processor implementing other instruction sets, or processors implementing a combination of instruction sets. Processing device 402 can also be one or more special-purpose processing devices such as an application specific integrated circuit (ASIC), a field programmable gate array (FPGA), a digital signal processor (DSP), network processor, or the like. The processing device 402 is configured to execute instructions 426 for performing the operations and steps discussed herein. The computer system 400 can further include a network interface device 408 to communicate over the network 420.

[0065] The data storage system 418 can include a machine-readable storage medium 424 (also known as a computer-readable medium) on which is stored one or more sets of instructions 426 or software embodying any one or more of the methodologies or functions described herein. The instructions 426 can also reside, completely or at least partially, within the main memory 404 and/or within the processing device 402 during execution thereof by the computer system 400, the main memory 404 and the processing device 402 also constituting machine-readable storage media. The machine-readable storage medium 424, data storage system 418, and/or main memory 404 can correspond to the memory sub-system 110 of FIG. 1.

[0066] In one embodiment, the instructions 426 include instructions to implement functionality corresponding to the local media controller 135 of FIG. 1). While the machine-readable storage medium 424 is shown in an example embodiment to be a single medium, the term “machine-readable storage medium” should be taken to include a single medium or multiple media that store the one or more sets of instructions. The term “machine-readable storage medium” shall also be taken to include any medium that is capable of storing or encoding a set of instructions for execution by the machine and that cause the machine to perform any one or more of the methodologies of the present disclosure. The term “machine-readable storage medium” shall accordingly be taken to include, but not be limited to, solid-state memories, optical media, and magnetic media.

[0067] Some portions of the preceding detailed descriptions have been presented in terms of algorithms and symbolic representations of operations on data bits within a computer memory. These algorithmic descriptions and representations are the ways used by those skilled in the data processing arts to most effectively convey the substance of their work to others skilled in the art. An algorithm is here, and generally, conceived to be a self-consistent sequence of operations leading to a desired result. The operations are those requiring physical manipulations of physical quantities. Usually, though not necessarily, these quantities take the form of electrical or magnetic signals capable of being stored, combined, compared, and otherwise manipulated. It has proven convenient at times, principally for reasons of common usage, to refer to these signals as bits, values, elements, symbols, characters, terms, numbers, or the like.

[0068] It should be borne in mind, however, that all of these and similar terms are to be associated with the appropriate physical quantities and are merely convenient labels applied to these quantities. The present disclosure can refer to the action and processes of a computer system, or similar electronic computing device, that manipulates and transforms data represented as physical (electronic) quantities within the computer system's registers and memories into other data similarly represented as physical quantities within the computer system memories or registers or other such information storage systems.

[0069] The present disclosure also relates to an apparatus for performing the operations herein. This apparatus can be specially constructed for the intended purposes, or it can include a general purpose computer selectively activated or reconfigured by a computer program stored in the computer. Such a computer program can be stored in a computer readable storage medium, such as, but not limited to, any type of disk including floppy disks, optical disks, CD-ROMs, and magnetic-optical disks, read-only memories (ROMs), random access memories (RAMs), EPROMs, EEPROMs, magnetic or optical cards, or any type of media suitable for storing electronic instructions, each coupled to a computer system bus.

[0070] The algorithms and displays presented herein are not inherently related to any particular computer or other apparatus. Various general purpose systems can be used with programs in accordance with the teachings herein, or it can prove convenient to construct a more specialized apparatus to perform the method. The structure for a variety of these systems will appear as set forth in the description below. In addition, the present disclosure is not described with reference to any particular programming language. It will be appreciated that a variety of programming languages can be used to implement the teachings of the disclosure as described herein.

[0071] The present disclosure can be provided as a computer program product, or software, that can include a machine-readable medium having stored thereon instructions, which can be used to program a computer system (or other electronic devices) to perform a process according to the present disclosure. A machine-readable medium includes any mechanism for storing information in a form readable by a machine (e.g., a computer). In some embodiments, a machine-readable (e.g., computer-readable) medium includes a machine (e.g., a computer) readable storage medium such as a read only memory (“ROM”), random access memory (“RAM”), magnetic disk storage media, optical storage media, flash memory components, etc.

[0072] In the foregoing specification, embodiments of the disclosure have been described with reference to specific example embodiments thereof. It will be evident that various modifications can be made thereto without departing from the broader spirit and scope of embodiments of the disclosure as set forth in the following claims. The specification and drawings are, accordingly, to be regarded in an illustrative sense rather than a restrictive sense.