Control logic in a memory device initiates a program operation on the memory device, and causes a program voltage to be applied to a selected wordline of the memory array during a program phase of the program operation. The control logic further causes a select gate drain coupled with a string of memory cells in the memory array to deactivate during a recovery phase after applying the program voltage, wherein the string of memory cells comprises a plurality of memory cells, and wherein each memory cell of the plurality of memory cells is coupled to a corresponding wordline of a plurality of wordlines in the memory array.

A nonvolatile semiconductor memory device includes a control circuit configured to control a soft program operation of setting nonvolatile memory cells to a first threshold voltage distribution state of the nonvolatile memory cells. When a characteristic of the nonvolatile memory cells is in a first state, the control circuit executes the soft program operation by applying a first voltage for setting the nonvolatile memory cells to the first threshold voltage distribution state to first word lines, and applying a second voltage higher than the first voltage to a second word line. When the characteristic of the nonvolatile memory cells is in a second state, the control circuit executes the soft program operation by applying a third voltage equal to or lower than the first voltage to the first word lines and applying a fourth voltage lower than the second voltage to the second word line.

Control logic in a memory device initiates a program operation on the memory device, and causes a program voltage to be applied to a selected wordline of the memory array during a program phase of the program operation. The control logic further causes a select gate drain coupled with a string of memory cells in the memory array to deactivate during a recovery phase after applying the program voltage, wherein the string of memory cells comprises a plurality of memory cells, and wherein each memory cell of the plurality of memory cells is coupled to a corresponding wordline of a plurality of wordlines in the memory array.

Control logic in a memory device initiates a program operation on the memory device, the program operation comprising a program phase, a program recovery phase, a program verify phase, and a program verify recovery phase. The control logic further causes a negative voltage signal to be applied to a first plurality of word lines of a data block of the memory device during the program verify recovery phase of the program operation, wherein each of the first plurality of word lines is coupled to a corresponding memory cell of a first plurality of memory cells in a string of memory cells in the data block, the first plurality of word lines comprising a selected word line associated with the program operation and one or more data word lines adjacent to the selected word line.

Numerous embodiments of programming, verifying, and reading systems and methods for use with a vector-by-matrix multiplication (VMM) array in an artificial neural network are disclosed. Selected cells can be programmed and verified with extreme precision to hold one of N different values. During a read operation, the system determines which of the N different values is stored in a selected cell.

According to one embodiment, a memory system includes a non-volatile semiconductor memory that includes a memory cell and a controller having a memory storing a write parameter used in a write operation to the memory cell. The controller instructs the non-volatile semiconductor memory to perform the write operation to the memory cell using the write parameter, receives, from the non-volatile semiconductor memory, a result of checking of the write parameter which is obtained in the write operation and updates the write parameter stored in the memory on the basis of the result of checking of the write parameter.

Numerous embodiments of programming systems and methods for use with a vector-by-matrix multiplication (VMM) array in an artificial neural network are disclosed. Selected cells thereby can be programmed with extreme precision to hold one of N different values.

Circuit designs and operating techniques for a storage device that includes, in one implementation, a memory controller configured to control a memory device including a plurality of memory blocks, each including a plurality of memory cells. The memory controller may include a memory device interface configured to perform data communication with the memory device, and a soft program controller communicatively coupled to the memory device interface and configured to count a number of iterations that an erase operation on an erase target memory block, among the plurality of memory blocks, has been suspended until the erase operation is completed, and to perform a soft program operation on the erase target memory block after the erase operation has been completed, based on the number of iterations that the erase operation on the erase target memory block has been suspended.

Numerous embodiments of a precision programming algorithm and apparatus are disclosed for precisely and quickly depositing the correct amount of charge on the floating gate of a non-volatile memory cell within a vector-by-matrix multiplication (VMM) array in an artificial neural network. Selected cells thereby can be programmed with extreme precision to hold one of N different values.

Numerous embodiments are provided for compensating for drift error in non-volatile memory cells within a VMM array in an analog neuromorphic memory system. For example, in one embodiment, a circuit is provided for compensating for drift error during a read operation, the circuit comprising a data drift monitoring circuit coupled to the array for generating an output indicative of data drift; and a bitline compensation circuit for generating a compensation current in response to the output from the data drift monitoring circuit and injecting the compensation current into one or more bitlines of the array.