Abstract: A memory device includes: a memory array used for implementing neural networks (NN); and a controller coupled to the memory array. The controller is configured for: in updating and writing unrewritable data into the memory array in a training phase, marching the unrewritable data into a buffer zone of the memory array; and in updating and writing rewritable data into the memory array in the training phase, marching the rewritable data by skipping the buffer zone.

Abstract: A method and an apparatus for neural network computation using adaptive data representation, adapted for a processor to perform multiply-and-accumulate operations on a memory having a crossbar architecture, are provided. The memory comprises multiple input and output lines crossing each other, multiple cells respectively disposed at intersections of the input and output lines, and multiple sense amplifiers respectively connected to the output lines. In the method, an input cycle of kth bits respectively in an input data is adaptively divided into multiple sub-cycles, wherein a number of the divided sub-cycles is determined according to a value of k. The kth bits of the input data are inputted to the input lines with the sub-cycles and computation results of the output lines are sensed by the sense amplifiers. The computation results sensed in each sub-cycle are combined to obtain the output data corresponding to the kth bits of the input data.

Abstract: A memory page management method is provided. The method includes receiving a state-change notification corresponding to a state-change page, and grouping the state-change page from a list to which the state-change page belongs into a keep list or an adaptive LRU list of an adaptive adjusting list according to the state-change notification; receiving an access command from a CPU to perform an access operation to target page data corresponding to a target page; determining that a cache hit state is a hit state or a miss state according to a target NVM page address corresponding to the target page, and grouping the target page into the adaptive LRU list according to the cache hit state; and searching the adaptive page list according to the target NVM page address to obtain a target DRAM page address to complete the access command corresponding to the target page data.

Abstract: Disclosed is a management system for managing a memory device having sub-chips each having a container area and a data area. A CPU selects a target sub-chip according to respective temperature of the sub-chips. When the CPU intends to access a first original data in one of the data areas, a hot date tracking device acquires a first original address of the first original data from the CPU. When the first original address is recorded in one of a plurality of tracking layers, the CPU is indicated to access a first copied data corresponding to the first original data in the container area of the target sub-chip according to a current tracking layer recording the first original address. When the first original address is not recorded in the tracking layers, the CPU accesses the first original data in the data area according to the first original address.

Abstract: A memory controlling method, a memory controlling circuit and a memory system are provided. A memory includes a plurality of memory chips. The memory controlling method includes the following steps: The memory chips are grouped into at least two partner groups by a grouping unit. A quantity of the memory chips in each of the partner groups is at least two. At least one of the memory chips in each of the partner groups is required to serve a reading request or a writing request by a processing unit.

Abstract: Disclosed is a management system for managing a memory device having sub-chips each having a container area and a data area. A CPU selects a target sub-chip according to respective temperature of the sub-chips. When the CPU intends to access a first original data in one of the data areas, a hot date tracking device acquires a first original address of the first original data from the CPU. When the first original address is recorded in one of a plurality of tracking layers, the CPU is indicated to access a first copied data corresponding to the first original data in the container area of the target sub-chip according to a current tracking layer recording the first original address. When the first original address is not recorded in the tracking layers, the CPU accesses the first original data in the data area according to the first original address.

Abstract: A data management method for a memory device includes: counting a system time; when at least a part of a block of the memory device is accessed or refreshed or programmed at first time, assigning a block number of the block to point to a maximum remaining retention time; when a first downgrade trigger time reaches, assigning the block number to point from the maximum remaining retention time to a medium remaining retention time; when a second downgrade trigger time reaches, assigning the block number to point from the medium remaining retention time to a minimum remaining retention time; and once the block number points to the minimum remaining retention time, refreshing the block and assigning the block number to point to the maximum remaining retention time.

Abstract: A data allocating method includes steps of: determining whether data to be written into a physical memory block is hot data or cold data; when the data is hot data, according to a hot data allocating order, searching at least one first empty sub-block from the physical memory block to allocate the data; when the data is cold data, according to a cold data allocating order, searching at least one second empty sub-block from the physical memory block to allocate the data.

Abstract: A memory management method includes: providing a hybrid memory comprising a first type memory and a second type memory; providing an inactive list and a read active list for recording in-used pages on the first type memory; providing a write active list for recording in-used pages on the second type memory; allocating a page from the first type memory according to a system request, and inserting the page into the inactive list accordingly; moving the page from the inactive list to the write active list or the read active list in response to two or more successive access operations on the page; and referring the page to a physical address on the second type memory when the page is in the write active list.

Abstract: A control method for a memory device is provided. The control method includes the following steps. Convert multiple input bits on multiple bit-channels into a code word through a polar code transformation. Select a boundary bit-channel among the bit-channels according to a first ranking list for the bit-channels. Identify a target memory cell among the memory cells according to the boundary bit-channel and a generator matrix of the polar code transformation. Decrease a raw bit error rate of the target memory cell.

Abstract: A control method for a memory device is provided. The control method includes the following steps. Convert multiple input bits on multiple bit-channels into a code word through a polar code transformation. Select a boundary bit-channel among the bit-channels according to a first ranking list for the bit-channels. Identify a target memory cell among the memory cells according to the boundary bit-channel and a generator matrix of the polar code transformation. Decrease a raw bit error rate of the target memory cell.

Abstract: A memory management method includes: providing a hybrid memory comprising a first type memory and a second type memory; providing an inactive list and a read active list for recording in-used pages on the first type memory; providing a write active list for recording in-used pages on the second type memory; allocating a page from the first type memory according to a system request, and inserting the page into the inactive list accordingly; moving the page from the inactive list to the write active list or the read active list in response to two or more successive access operations on the page; and referring the page to a physical address on the second type memory when the page is in the write active list.

Abstract: An electronic device comprises a central processing unit, a central processing unit governor, a graphics processing unit, a graphics processing unit governor and a governing framework. The governing framework comprises a user demand classifier, a unified policy selector, and a frequency-scaling intent communicator. An electronic device energy saving method is provided to bridge the processor-level gap and demand-level gap in order to reduce energy consumption of graphics-intensive applications.

Abstract: A cache system is provided. The cache system includes a first cache and a second cache. The first cache is configured for storing a first status of a plurality of data. The second cache is configured for storing a table. The table includes the plurality of data arranged from a highest level to a lowest level. The cache system is configured to update the first status of the plurality of data in the first cache. The cache system is further configured to update the table in the second cache according to the first status of the plurality of data.

Abstract: An operating method for a memory, the memory comprising at least one memory block including a plurality of first pages and a plurality of second pages corresponding to the first pages, the operating method including the following steps: determining whether a target first page of the first pages is valid, wherein the target first page is corresponding to a target second page of the second pages; if the target first page is valid, performing first type programming on the target second page; if the target first page is invalid, performing second type programming on the target second page.

Abstract: A data allocating method includes steps of: determining whether data to be written into a physical memory block is hot data or cold data; when the data is hot data, according to a hot data allocating order, searching at least one first empty sub-block from the physical memory block to allocate the data; when the data is cold data, according to a cold data allocating order, searching at least one second empty sub-block from the physical memory block to allocate the data.

Abstract: A memory system is provided. The memory system includes a memory controller and a first memory block. The first memory block is configured to store a first data from a top of the first memory block in a top-down fashion. The first memory block is configured to store a first metadata corresponding to the first data from a bottom of the first memory block in a bottom-up fashion. The first data forms a first data area. The first metadata forms a first metadata area. And a first continuous space is formed between a bottom of the first data area and a top of the first metadata area.

Abstract: A multiple-bit-per-cell, page mode memory comprises a plurality of physical pages, each physical page having N addressable pages p(n). Logic implements a plurality of selectable program operations to program an addressed page. Logic select one of the plurality of selectable program operations to program an addressed page in the particular physical page using a signal that indicates a logical status of another addressable page in the particular physical page. The logical status can indicate whether the other addressable page contains invalid data. The first program operation overwrites the other addressable page, and the second program operation preserves the other addressable page. The first program operation can execute more quickly than the second program operation. The logic can also be applied for programming multiple-bit-per-cell memory not configured in a page mode.

Abstract: A method for managing block erase operations is provided for an array of memory cells including erasable blocks of memory cells in the array. The method comprises maintaining status data for a plurality of sub-blocks of the erasable blocks of the array. The status data indicate whether the sub-blocks are currently accessible and whether the sub-blocks are invalid. The method comprises, in response to a request to erase a selected sub-block of a particular erasable block, issuing an erase command to erase the particular block if the other sub-blocks of the particular erasable block are invalid, else updating the status data to indicate that the selected sub-block is invalid.

Abstract: A method is provided for managing a file system including data objects. The data objects, indirect pointers and source pointers are stored in containers that have addresses and include addressable units of a memory. The objects are mapped to addresses for corresponding containers. The indirect pointer in a particular container points to the address of a container in which the corresponding object is stored. The source pointer in the particular container points to the address of the container to which the object in the particular container is mapped. An object in a first container is moved to a second container. The source pointer in the first container is used to find a third container to which the object is mapped. The indirect pointer in the third container is updated to point to the second container. The source pointer in the second container is updated to point to the third container.