A computer-implemented method for processing signals is provided including advantageously generating a temporally continuous weighted pulse position modulation (CW PPM) duration signal from an input analog signal, converting the CW PPM duration signal to a memory access signal, executing a multiply and accumulate (MAC) operation with the memory access signal, and advantageously generating the input analog signal from a result of the MAC operation by an activation function (AF).

An elementary cell includes a device and a non-volatile resistive memory mounted in a series, the device including an upper selector electrode, a lower selector electrode, a layer made up of a first active material, referred to as an active selecting layer, the device being intended to form a volatile selector; the memory including an upper memory electrode, a lower memory electrode, a layer made of at least a second active material, referred to as an active memory layer, the active selecting layer being in a conductive crystalline state and the memory being in a very strongly resistive state that is more resistive than the strongly resistive state of the memory.

A physically unclonable function (PUF) device includes first and second inverters, each of which includes a common gate node and a common drain node. The common drain node of the first inverter is electrically connected to the common gate node of the second inverter. The PUF device also includes a common output node, a first resistive memory device (RMD) electrically connected to the common drain node of the first inverter and the common output node, and a second RMD electrically connected to the common drain node of the second inverter and the common output node.

A random code generating method for the magnetoresistive random access memory is provided. Firstly, a first magnetoresistive random access memory cell and a second magnetoresistive random access memory cell are programmed into an anti-parallel state. Then, an initial value of a control current is set. Then, an enroll action is performed on the first and second magnetoresistive random access memory cells. If the first and second magnetoresistive random access memory cells fail to pass the verification action, the control current is increased by a current increment, and the step of setting the control current is performed again. If the first and second magnetoresistive random access memory cells pass the verification action, a one-bit random code is stored in the first magnetoresistive random access memory cell or the second magnetoresistive random access memory cell.

A memory device includes at least one bit line, at least one word line, and at least one memory cell. The memory cell includes a first transistor, a plurality of data storage elements, and a plurality of second transistors corresponding to the plurality of data storage elements. The first transistor includes a gate electrically coupled to the word line, a first source/drain, and a second source/drain. Each data storage element among the plurality of data storage elements and the corresponding second transistor are electrically coupled in series between the first source/drain of the first transistor and the bit line.

Provided is an artificial neural network circuit including unit weight memory cells including weight memory devices configured to store weight data and weight pass transistors, unit threshold memory cells including a threshold memory device programmed to store a threshold and a threshold pass transistor, a weight-threshold column in which the plurality of unit weight memory cells and the plurality of unit threshold memory cells are connected, and a sense amplifier configured to receive an output signal of the weight-threshold column as an input and receive a reference voltage as another input.

A semiconductor memory apparatus may include a memory bank, a global buffer array, and an input and output circuit. The memory bank includes a local data circuit, and the global buffer array includes a global data circuit. The local data circuit is operably coupled to the global data circuit. The global buffer array may be operably coupled to the input and output circuit. The memory bank is disposed in a core region, and the global buffer array and the input and output circuit may be disposed in a peripheral region separated from the core region.

Various embodiments provide methods for configuring a phase-change random-access memory (PCRAM) structures, such as PCRAM operating in a single-level-cell (SLC) mode or a multi-level-cell (MLC) mode. Various embodiments may support a PCRAM structure being operating in a SLC mode for lower power and a MLC mode for lower variability. Various embodiments may support a PCRAM structure being operating in a SLC mode or a MLC mode based at least in part on an error tolerance for a neural network layer.

A semiconductor device includes a semiconductor substrate, a peripheral device on the semiconductor substrate, a lower insulating structure on the semiconductor substrate and covering the peripheral device, a first conductive line on the lower insulating structure, a memory cell structure on the first conductive line, and a second conductive line on the memory cell structure. The memory cell structure may include an information storage material pattern and a selector material pattern on the lower insulating structure in a vertical direction. The selector material pattern may include a first selector material layer including a first material and a second selector material layer including a second material. The second selector material layer may have a threshold voltage drift higher than that of the first material. The second selector material layer may have a second width narrower than a first width of the first selector material layer.

A resistive random access memory array and an operation method therefor, and a resistive random access memory circuit. The resistive random access memory array includes multiple memory cells, multiple bit lines, multiple word lines, multiple block selection circuits, and multiple initialization circuits. Each memory cell includes a resistive random access memory device and a switching device. The multiple memory cells are arranged into multiple memory cell rows and multiple memory cell columns in a first direction and a second direction, and the multiple bit lines and the multiple memory cell columns are connected in one-to-one correspondence. Each block selection circuit is configured to write a read/write operation voltage into a correspondingly connected bit line in response to a block selection voltage. Each initialization circuit is configured to write an initialization operation voltage to a correspondingly connected bit line in response to an initialization control voltage.