Patent classifications
G11C29/44
Estimating a bit error rate of data stored by a memory subsystem using machine learning
Techniques for estimating raw bit error rate of data stored in a group of memory cells are described. Encoded data is read from a group of memory cells. A first population value is obtained based on a first number of memory cells in the group of memory cells having a read voltage within a first range of read voltages, each read voltage representing one or more bits of the encoded data. An estimated raw bit error rate of the data is determined to satisfy a first threshold. The determination is made using a first trained machine learning model and based in part on the first population value. A first media management operation is initiated in response to the determination that the estimated raw bit error rate satisfies the first threshold.
Estimating a bit error rate of data stored by a memory subsystem using machine learning
Techniques for estimating raw bit error rate of data stored in a group of memory cells are described. Encoded data is read from a group of memory cells. A first population value is obtained based on a first number of memory cells in the group of memory cells having a read voltage within a first range of read voltages, each read voltage representing one or more bits of the encoded data. An estimated raw bit error rate of the data is determined to satisfy a first threshold. The determination is made using a first trained machine learning model and based in part on the first population value. A first media management operation is initiated in response to the determination that the estimated raw bit error rate satisfies the first threshold.
MEMORY SYSTEM AND DATA PROCESSING SYSTEM INCLUDING THE SAME
A memory system and a data processing system including the memory system may manage a plurality of memory devices. For example, the data processing system may categorize and analyze error information from the memory devices, acquire characteristic data from the memory devices and set operation modes of the memory devices based on the characteristic data, allocate the memory devices to a host workload, detect a defective memory device among the memory devices and efficiently recover the defective memory device.
CHARGE LOSS DETECTION USING A MULTIPLE SAMPLING SCHEME
A memory device includes a memory array and control logic, operatively coupled with the memory array, to perform operations including causing a first current to be obtained with respect to cells of a wordline maintained at a first voltage, determining that the cells are at a second voltage lower than the first voltage, in response to determining that the cells are the second voltage, causing a voltage ramp down process to be initiated, causing a second current to be sampled with respect to the cells during the voltage ramp down process, and detecting an existence of charge loss by determining whether the second current satisfies a threshold condition in view of the first current.
METHOD OF OPERATING MEMORY DEVICE, METHOD OF OPERATING MEMORY CONTROLLER AND MEMORY SYSTEM
A method of operating a memory device is provided. The method includes: receiving a first command from a controller; activating a page of a memory cell array based on the first command; reading data of the activated page; detecting an error from the read data; correcting the detected error to generate error correction data; writing back the error correction data to the activated page in based on the detected error being a single-bit error; and blocking write-back of the error correction data to the activated page based on the detected error being a multi-bit error.
APPARATUSES AND METHODS FOR REFRESH ADDRESS MASKING
Apparatuses, systems, and methods for refresh address masking. A memory device may refresh word lines as part of refresh operation by cycling through the word lines in a sequence. However, it may be desirable to avoid activating certain word lines (e.g., because they are defective). Refresh masking logic for each bank may include a fuse latch which stores a selected address associated with a word line to avoid. When a refresh address is generated it may be compared to the selected address. If there is a match, a refresh stop signal may be activated, which may prevent refreshing of the word line(s).
MEMORY AND OPERATION METHOD OF MEMORY
A method for operating a memory includes: receiving a first write command and a first write address; receiving first write data a portion of which is masked; reading first read data and a first read error correction code from a region selected based on the first write address in a cell array; detecting and correcting an error in the first read data based on the first read error correction code to produce error-corrected first read data; generating first new write data by replacing the masked portion of the first write data with a portion of the error-corrected first read data; generating a first write error correction code based on the first new write data; and writing the first new write data and the first write error correction code into the region selected based on the first write address in response to the detecting of the error.
Semiconductor memory devices, memory systems and methods of operating semiconductor memory devices
A semiconductor memory device includes a memory cell array, an error correction code (ECC) engine, a refresh control circuit, a scrubbing control circuit and a control logic circuit. The refresh control circuit generates refresh row addresses for refreshing a memory region on memory cell rows in response to a first command received from a memory controller. The scrubbing control circuit counts the refresh row addresses and generates a scrubbing address for performing a scrubbing operation on a first memory cell row of the memory cell rows whenever the scrubbing control circuit counts N refresh row addresses of the refresh row addresses. The ECC engine reads first data corresponding to a first codeword, from at least one sub-page in the first memory cell row, corrects at least one error bit in the first codeword and writes back the corrected first codeword in a corresponding memory location.
Adjustable read retry order based on decoding success trend
Methods, systems, and media for decoding data are described. A sequence of read-level voltages for decoding operations may be determined based on a trend of decoding success indicators, including a first decoding success indicator and a second decoding success indicator. The first decoding success indicator is obtained from a more recent successful decoding operation. The first one of the sequence may be set to a read-level voltage of the first decoding success indicator. If the read-level voltage of the first decoding success indicator is less than a read-level voltage of the second decoding success indicator, then the trend is decreasing, and the second one of the sequence may be set to a read-level voltage less than that of the first one of the sequence. After executing one or more decoding operations, the decoding success indicators may be updated based on the read-level voltage of the current successful decoding operation.
Adjustable read retry order based on decoding success trend
Methods, systems, and media for decoding data are described. A sequence of read-level voltages for decoding operations may be determined based on a trend of decoding success indicators, including a first decoding success indicator and a second decoding success indicator. The first decoding success indicator is obtained from a more recent successful decoding operation. The first one of the sequence may be set to a read-level voltage of the first decoding success indicator. If the read-level voltage of the first decoding success indicator is less than a read-level voltage of the second decoding success indicator, then the trend is decreasing, and the second one of the sequence may be set to a read-level voltage less than that of the first one of the sequence. After executing one or more decoding operations, the decoding success indicators may be updated based on the read-level voltage of the current successful decoding operation.