Numerous embodiments are disclosed for accessing redundant non-volatile memory cells in place of one or more rows or columns containing one or more faulty non-volatile memory cells during a program, erase, read, or neural read operation in an analog neural memory system used in a deep learning artificial neural network.

Apparatus might include an array of memory cells comprising a plurality of strings of series-connected memory cells and a controller for access of the array of memory cells, wherein the controller is configured to cause the apparatus to perform a sense operation on a selected memory cell of a string of series-connected memory cells, and to discharge access lines connected to the string of series-connected memory cells in a defined manner following the sense operation.

Embodiments provide a scheme for non-parametric PV-level modeling and an optimal read threshold voltage estimation in a memory system. A controller is configured to: generate multiple optimal read threshold voltages corresponding to multiple sets of two cumulative distribution function (CDF) values, respectively; perform read operations on the cells using a plurality of read threshold voltages; generate cumulative mass function (CMF) samples based on the results of the read operations; receive first and second CDF values, selected from among a plurality of CDF values, each CDF value corresponding to each CMF sample; and estimate an optimal read threshold voltage corresponding to the first and second CDF values, among the multiple optimal read threshold voltages.

Methods and apparatus for NAND flash memory are disclosed. In an embodiment, a method is provided for programming a memory device having a plurality of memory chips that comprise multiple-level-cells. The method includes loading first data in a first chip, programming the first data into selected cells of the first chip using a single-level-cell (SLC) programming mode, and reprogramming the first data stored in the selected cells of the first chip to other cells of the first chip using a multiple-level-cell programming mode. The method also includes repeating the operations of loading, programming, and reprogramming for the remaining chips. The loading operations for the remaining chips begin at the completion of the loading operation for the first chip and occur in a non-overlapping sequential manner, and the loading operations for the remaining chips are performed in parallel with the programming and reprogramming operations of the first chip.

A 3-dimensional array of NOR memory strings being organized by planes of NOR memory strings, in which (i) the storage transistors in the NOR memory strings situated in a first group of planes are configured to be programmed, erased, program-inhibited or read in parallel, and (ii) the storage transistors in NOR memory strings situated within a second group of planes are configured for storing resource management data relating to data stored in the storage transistors of the NOR memory strings situated within the first group of planes, wherein the storage transistors in NOR memory strings in the second group of planes are configured into sets.

A memory device including a plurality of memory cells, a peripheral circuit, and control logic. The peripheral circuit is configured to generate a plurality of operating voltages used in a memory operation, based on a target pump clock, and perform the memory operation by using the plurality of operating voltages. The control logic is configured to select the target pump clock among a plurality of pump clocks, based on a number of data bits which selected memory cells on which the memory operation is to be performed among the plurality of memory cells store, and control the peripheral circuit to perform the memory operation on the selected memory cells.

A cache read method of a nonvolatile memory device including a plurality of page buffer units and cache latches, each page buffer units having a sensing latch and a sensing node line is provided. The method comprises performing a first on-chip valley search (OVS) read on a selected memory cell using a first sensing node line and a first sensing latch of a first page buffer unit of the plurality of page buffer units; storing first data sensed from the selected memory cell in the first sensing latch, the first data based on a result of the first OVS read; dumping the first data to sensing node lines of at least one page buffer unit, excluding the first page buffer unit, from among the plurality of page buffer units; and performing a second OVS read on the selected memory cell using the first sensing latch.

According to one embodiment, a memory system includes a semiconductor memory and a controller. The memory system is capable of executing a first operation and a second operation. In the first operation, the controller issues a first command sequence, the semiconductor memory applies a first voltage to a first word line and applies a second voltage to a second word line to read data from the first memory, and the read data is transmitted to the controller from the semiconductor memory. In the second operation, the controller issues a second command sequence, the semiconductor memory applies a third voltage to the first word line and applies a fourth voltage to the second word line, and data held in the memory cell array is left untransmitted to the controller.

Storage device programming methods, systems and media are described. A method may include encoding data to generate an encoded set of data. A first programming operation may write the encoded set of data to a memory device. The method includes encoding, using a second encoding operation based on the data, to generate a second set of encoded data. The second set of encoded data is stored to a cache. A first decoding operation is performed, based on the second set of encoded data and the encoded set of data, to generate a decoded set of data. A second decoding operation is performed to generate a second decoded set of data. The second decoded set of data is encoded to generate a third set of encoded data. The method includes performing a second programming operation to write the third set of encoded data to the memory device.

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).