Abstract: An activation function generator based on a magnetic domain wall driven magnetic tunnel junction and a method for manufacturing the same are provided, including: a spin orbit coupling layer configured to generate a spin orbit torque; a ferromagnetic free layer formed on the spin orbit coupling layer and configured to provide a magnetic domain wall motion racetrack; a nonmagnetic barrier layer formed on the ferromagnetic free layer; a ferromagnetic reference layer formed on the nonmagnetic barrier layer; a top electrode formed on the ferromagnetic reference layer; antiferromagnetic pinning layers formed on two ends of the ferromagnetic free layer; a left electrode and a right electrode respectively formed at two positions on the antiferromagnetic pinning layers.

Abstract: A display device includes first and second display modules and first and second turning pieces that include a first coupling piece, a first turning piece, a second turning piece, and a third turning piece, a second coupling piece and a guiding device. When the first and second display modules are switched between folding and unfolding, the first turning piece pivots relative to the first coupling piece and the second turning piece, and the third turning piece pivots relative to the second coupling piece and the second turning piece. When the display module is switched from folded to unfolded, the other side of the first display module relative to the side is pulled, the side of the first display module is guided by one end of the guiding device and slides to the other end, the first and second display modules are symmetrically unfolded with the side edge as the center.

Abstract: An optical system affixed to an electronic apparatus is provided, including a first optical module, a second optical module, and a third optical module. The first optical module is configured to adjust the moving direction of a first light from a first moving direction to a second moving direction, wherein the first moving direction is not parallel to the second moving direction. The second optical module is configured to receive the first light moving in the second moving direction. The first light reaches the third optical module via the first optical module and the second optical module in sequence. The third optical module includes a first photoelectric converter configured to transform the first light into a first image signal.

Abstract: A multi-resistance-state spintronic device, including: a top electrode and a bottom electrode respectively connected to a read-write circuit; and a magnetic tunnel junction between two electrodes. The magnetic tunnel junction includes from top to bottom: a ferromagnetic reference layer, a barrier tunneling layer, a ferromagnetic free layer, and a spin-orbit coupling layer. Nucleation centers are provided at two ends of the ferromagnetic free layer to generate a magnetic domain wall; the spin-orbit coupling layer is connected to the bottom electrode, and when a write pulse is applied, an electron spin current is generated and drives the magnetic domain wall through a spin-orbit torque to move; a plurality of local magnetic domain wall pinning centers are provided at an interface between the spin-orbit coupling layer and the ferromagnetic free layer to enhance a strength of a DM interaction constant between interfaces.

Abstract: The three-state spintronic device includes: a bottom electrode, a magnetic tunnel junction and a top electrode from bottom to top. The magnetic tunnel junction includes: a spin-orbit coupling layer, a ferromagnetic free layer, a barrier tunneling layer, a ferromagnetic reference layer, three local magnetic domain wall pinning centers and domain wall nucleation centers. An antisymmetric exchange interaction is modulated, and the magnetic domain wall pinning centers are embedded in an interface between a heavy metal and the ferromagnetic free layer. The magnetic domain wall nucleation centers are at two ends of the ferromagnetic free layer. A current pulse flows through the spin-orbit coupling layer to generate a spin current and the spin current is injected into the ferromagnetic free layer. Under a control of all-electrical controlled, an effective field of a spin-orbit torque drives domain wall to move and displace.

Abstract: Aspects of the present disclosure provide a method for training a predictor that predicts performance of a plurality of machine learning (ML) models on platforms. For example, the method can include converting each of the ML models into a plurality of instructions or the instructions and a plurality of intermediate representations (IRs). The method can also include simulating execution of the instructions corresponding to each of the ML models on a platform and generating instruction performance reports. Each of the instruction performance reports can be associated with performance of the instructions corresponding to one of the ML models that are executed on the platform. The method can also include training the predictor with the instructions or the IRs as learning features and the instruction performance reports as learning labels, compiling the predictor into a library file, and storing the library file in a storage device.

Abstract: Provided is a spintronic device, a memory cell, a memory array, and a read and write circuit applied in a field of integration technology. The spintronic device includes: a bottom electrode; a spin orbit coupling layer, arranged on the bottom electrode; at least one pair of magnetic tunnel junctions, arranged on the spin orbit coupling layer, wherein each of the magnetic tunnel junctions includes a free layer, a tunneling layer, and a reference layer arranged sequentially from bottom to top, and wherein magnetization directions of reference layers of two magnetic tunnel junctions of each pair of the magnetic tunnel junctions are opposite; and a top electrode, arranged on a reference layer of each of the magnetic tunnel junctions.

Abstract: A self-reference storage structure includes: three transistors, including a first transistor T1, a second transistor T2, and a third transistor T3; and two magnetic tunnel junctions, including a first magnetic tunnel junction MTJ0 and a second magnetic tunnel junction MTJ1. The first magnetic tunnel junction MTJ0 is connected in series between the first transistor T1 and the second transistor T2, and the second magnetic tunnel junction MTJ1 is connected in series between the second transistor T2 and the third transistor T3. When the first transistor T1, the second transistor T2 and the third transistor T3 are turned on, one-bit binary information is written; and when data is stored, one-bit binary write can be implemented only by applying an unidirectional current pulse.

Abstract: An integrated circuit (IC) chip device includes testing interface circuity and testing circuitry to test the operation of the IC chips of the IC chip device. The IC chip device includes a first IC chip that comprises first testing circuitry. The first testing circuitry receives a mode select signal, a clock signal, and encoded signals, and comprises finite state machine (FSM) circuitry, decoder circuitry, and control circuitry. The FSM circuitry determines an instruction based on the mode select signal and the clock signal. The decoder circuitry decodes the encoded signals to generate a decoded signal. The control circuitry generates a control signal from the instruction and the decoded signal. The control signal indicates a test to be performed by the first testing circuitry.

Abstract: A neuron device including: an antiferromagnetic pinning layer, a first ferromagnetic layer and a spin orbit coupling layer formed on a substrate in sequence; a free layer formed on the spin orbit coupling layer and moving a magnetic domain wall according to a spin orbit torque; a tunneling layer formed on the free layer; a left pinning layer and a right pinning layer formed on two sides of the free layer and having opposite magnetization directions; and a reference layer formed on the tunneling layer; wherein the free layer, the tunneling layer and the reference layer constitute a magnetic tunnel junction, and the magnetic tunnel junction is configured to read neuronal signals. Also provided is a method for preparing a neuron device based on a spin orbit torque.

Abstract: An integrated circuit (IC) chip device includes testing interface circuitry and testing circuitry to test the operation of the IC chips of the IC chip device. The IC chip device includes a first IC chip that comprises first testing circuitry. The first testing circuitry receives a mode select signal, a clock signal, and encoded signals, and comprises finite state machine (FSM) circuitry, decoder circuitry, and control circuitry. The FSM circuitry determines an instruction based on the mode select signal and the clock signal. The decoder circuitry decodes the encoded signals to generate a decoded signal. The control circuitry generates a control signal from the instruction and the decoded signal. The control signal indicates a test to be performed by the first testing circuitry.

Abstract: An SOT-driven field-free switching MRAM and an array thereof. From top to bottom, the SOT-MRAM sequentially includes: a selector (1) configured to turn on or turn off the SOT-MRAM under an action of an external voltage; a magnetic tunnel junction (2), including a ferromagnetic reference layer, a tunneling layer and a ferromagnetic free layer arranged sequentially from top to bottom; and a spin-orbit coupling layer (3) made of one or more selected from heavy metal, doped heavy metal, heavy metal alloy, metal oxide, dual heavy metal layers, semiconductor material, two-dimensional semi-metal material and anti-ferromagnetic material. The spin-orbit coupling layer is configured to generate an in-plane effective field in the ferromagnetic free layer by using the interlayer exchange coupling effect and generate spin-orbit torques by using the spin Hall effect, so as to perform a deterministic data storage in the magnetic tunnel junction (2).

Abstract: The disclosure provides a spintronic device, a SOT-MRAM storage cell, a storage array and a in-memory computing circuit. The spintronic device includes a ferroelectric/ferromagnetic heterostructure, a magnetic tunnel junction, and a heavy metal layer between the ferroelectric/ferromagnetic heterostructure and the magnetic tunnel junction; the ferroelectric/ferromagnetic heterostructure includes a multiferroic material layer and a ferromagnetic layer arranged in a stacked manner, and the magnetic tunnel junction includes a free layer, an insulating layer and a reference layer arranged in a stacked manner, and the heavy metal layer is disposed between the ferromagnetic layer and the free layer. According to one or more embodiments of the disclosure, the spintronic device, the SOT-MRAM storage cell, the storage array and the in-memory computing circuit can realize deterministic magnetization inversion under the condition of no applied field assistance.

Abstract: An integrated circuit includes an intellectual property core, scan data pipeline circuitry configured to convey scan data to the intellectual property core, and scan control pipeline circuitry configured to convey one or more scan control signals to the intellectual property core. The integrated circuit also includes a wave shaping circuit configured to detect a trigger event on the one or more scan control signals and, in response to detecting the trigger event, suppress a scan clock to the intellectual property core for a selected number of clock cycles.

Abstract: Provided are a spin orbit torque magnetic random access memory cell, a spin orbit torque magnetic random access memory array and a method for calculating a Hamming distance, wherein the spin orbit torque magnetic random access memory cell includes a magnetic tunnel junction; a first transistor, a drain terminal of the first transistor being connected to a bottom of the magnetic tunnel junction; and a second transistor, a drain terminal of the second transistor being connected to a top of the magnetic tunnel junction.

Abstract: Provided are a spin orbit torque magnetic random access memory cell, a memory array and a memory, wherein the spin orbit torque magnetic random access memory cell includes: a magnetic tunnel and a selector; the selector is a two-dimensional material based selector; the magnetic tunnel junction is arranged above or below the selector; the magnetic tunnel junction includes an antiferromagnetic layer and a free layer; the free layer is adjacent to the antiferromagnetic layer; when the selector is turned on, the memory cell is conducted, a current generates a spin current which is injected into the free layer, and a magnetization direction of the free layer is switched by the exchange bias effect between the free layer and the antiferromagnetic layer.

Abstract: The present disclosure relates to a field of memory technical, and in particular to a magnetoresistive device, a method for changing a resistance state of the magnetoresistive device, and a synapse learning module. The magnetoresistive device includes a top electrode, a ferromagnetic reference layer, a tunneling layer, a ferromagnetic free layer, a spin-orbit coupling layer, and a bottom electrode that are arranged in sequence along a preset direction, where the spin-orbit coupling layer includes a first thickness region and a second thickness region distributed alternately, and a thickness of the first thickness region is different form a thickness of the second thickness region; and the ferromagnetic free layer includes a pinning region, and a position of the pinning region is in one-to-one correspondence with a position of the first thickness region.

Abstract: An integrated circuit includes an intellectual property core, scan data pipeline circuitry configured to convey scan data to the intellectual property core, and scan control pipeline circuitry configured to convey one or more scan control signals to the intellectual property core. The integrated circuit also includes a wave shaping circuit configured to detect a trigger event on the one or more scan control signals and, in response to detecting the trigger event, suppress a scan clock to the intellectual property core for a selected number of clock cycles.

Abstract: A reconfigurable PUF device based on fully electric field-controlled domain wall motion includes a voltage control layer, upper electrodes, a lower electrode, antiferromagnetic pinning layers, and a magnetic tunnel junction (MTJ). The MTJ includes, from bottom to top, a ferromagnetic reference layer, a potential barrier tunneling layer and a ferromagnetic free layer. In the device, an energy potential well is formed in a middle portion of the ferromagnetic free layer by applying a voltage to the voltage control layer to control magnetic anisotropy, and a current is fed into either of the upper electrodes to drive generation of the magnetic domain walls and pin the magnetic domain walls to the potential well. After the voltage is removed, the potential well is lowered so that the magnetic domain walls are in a metastable state, thereby either a high resistance state or a low resistance state is randomly obtained.

Abstract: 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.