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).

Numerous embodiments of input circuitry for an analog neural memory in a deep learning artificial neural network are disclosed.

Numerous embodiments of output circuitry for an analog neural memory in a deep learning artificial neural network are disclosed. In some embodiments, a common mode circuit is used with differential cells, W+ and W−, that together store a weight, W. The common mode circuit can utilize current sources, variable resistors, or transistors as part of the structure for introducing a common mode voltage bias.

A method for performing an in-memory computation includes: storing data in memory cells of a memory array, the data including weights for computation; determining whether an update command to change at least one of the weights is received; in response to receiving the update command, performing a write operation on the memory array to update the at least one weight; and disabling the write operation on the memory array until receiving a next update command to change the at least one weight.

A magnetoresistive memory cell includes a first magnetic tunnel junction, a second magnetic tunnel junction and a metal layer. The first magnetic tunnel junction and the second magnetic tunnel junction each are disposed on the metal layer; the metal layer is configured to pass write current, a projection line of an easy axis of the first magnetic tunnel junction on a plane where the metal layer is located forms a first angle against a direction of the write current, and a projection line of an easy axis of the second magnetic tunnel junction on the plane where the metal layer is located forms a second angle against a direction opposite to the direction of the write current; the first angle and the second angle are all less than 90°; the first magnetic tunnel junction and the second magnetic tunnel junction are configured to pass read current.

A magnetoresistive memory cell includes a first magnetic tunnel junction, a second magnetic tunnel junction and a metal layer. The first magnetic tunnel junction and the second magnetic tunnel junction each are disposed on the metal layer; the metal layer is configured to pass write current, a projection line of an easy axis of the first magnetic tunnel junction on a plane where the metal layer is located forms a first angle against a direction of the write current, and a projection line of an easy axis of the second magnetic tunnel junction on the plane where the metal layer is located forms a second angle against a direction opposite to the direction of the write current; the first angle and the second angle are all less than 90°; the first magnetic tunnel junction and the second magnetic tunnel junction are configured to pass read current.

A multiplier has a pair of charge reservoirs. The pair of charge reservoirs are connected in series. A first charge movement device induces charge movement to or from the pair of charge reservoirs at a same rate. A second charge movement device induces charge movement to or from one of the pair of reservoirs, the rate of charge movement programmed to one of add or remove charges at a rate proportional to the first charge movement device. The first charge movement device loads a first charge into a first of the pair of charge reservoirs during a first cycle. The first charge movement device and the second charge movement device remove charges at a proportional rate from the pair of charge reservoirs during a second cycle until the first of the pair of charge reservoirs is depleted of the first charge. The second charge reservoir thereafter holding the multiplied result.

A multiplier has a pair of charge reservoirs. The pair of charge reservoirs are connected in series. A first charge movement device induces charge movement to or from the pair of charge reservoirs at a same rate. A second charge movement device induces charge movement to or from one of the pair of reservoirs, the rate of charge movement programmed to one of add or remove charges at a rate proportional to the first charge movement device. The first charge movement device loads a first charge into a first of the pair of charge reservoirs during a first cycle. The first charge movement device and the second charge movement device remove charges at a proportional rate from the pair of charge reservoirs during a second cycle until the first of the pair of charge reservoirs is depleted of the first charge. The second charge reservoir thereafter holding the multiplied result.

Phase change memory devices and methods of forming the same include forming a fin structure from a first material. A phase change memory cell is formed around the fin structure, using a phase change material that includes two solid state phases at an operational temperature.

A semiconductor device that has low power consumption and is capable of performing arithmetic operation is provided. The semiconductor device includes first to third circuits and first and second cells. The first cell includes a first transistor, and the second cell includes a second transistor. The first and second transistors operate in a subthreshold region. The first cell is electrically connected to the first circuit, the first cell is electrically connected to the second and third circuits, and the second cell is electrically connected to the second and third circuits. The first cell sets current flowing from the first circuit to the first transistor to a first current, and the second cell sets current flowing from the second circuit to the second transistor to a second current. At this time, a potential corresponding to the second current is input to the first cell. Then, a sensor included in the third circuit supplies a third current to change a potential of the second wiring, whereby the first cell outputs a fourth current corresponding to the first current and the amount of change in the potential.