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In my poster, I have shown the stabilization of two distinct topologically protected spin textures of antiskyrmions and elliptical Bloch skyrmions in a nano-stripe of D2d Heusler compound Mn1.4Pt00.9Pd0.1Sn. The simultaneous presence of different textures can be encoded as distinct data bits and can make an improved version of racetrack devices.

Materials Challenges for Memory

Co-existence of distinct magnetic spin textures in a D2d nano-stripe

two-bits racetracks

nano-stripes

antiskyrmions

elliptical bloch skyrmions


![](https://assets.underline.io/uploads/markdown_image/1/image/2e10c515564e9ec3287ee4c664011c20.png)

The energy cost of storing and moving data is enormous, and is growing at such a rapid pace that within a few years the power demand may overwhelm some developed nations. Non-volatile memory (NVM) and neuromorphic computing are enabling critical advances in this area, but there are many scientific and technological challenges. This conference will cover the materials challenges of different memory technologies, from the fundamental processes and mechanisms, to industry perspectives on materials specifications and manufacturing.

poster

Rational design of redoxed-based memristive devices for novel computing paradigm

Ferroelectric control of Rashba states: towards non-volatile spintronics driven by ferroelectricity

Materials to memory: why and how

Interfaces of the magnetic layer in the heterostructure Ta/Co2FeAl/MgO have been studied using hard x-ray photoelectron spectroscopy (HAXPES). Depth-selective information with sub-nanometer resolution is obtained using x-ray standing waves. It is found that the two magnetic species namely, Co and Fe behave very differently at the interfaces; 54% of Fe in the magnetic layer gets either oxidised or alloyed with Ta at the interfaces, as against 48% of Co. Oxidation state of both Co and Fe decreases, as one moves away from the MgO interface. On the average about 0.4 nm of Co2FeAl gets oxidised at MgO interface and 0.6 nm gets alloyed with Ta at the bottom interface. Thermal annealing at 200℃ results in further oxidation of Fe, accompanied by a partial reduction of Co. It is suggested that this opposite behaviour of Fe and Co at the MgO interface may be the cause of the thermal annealing induced shift of the centroid of Fe distribution towards MgO layer, as observed in some STEM studies in such heterostructures. Present results are in conformity with some STEM observations in Cr/Co2FeAl/Ta, in which Fe concentration profile was found to be shifted towards MgO by ~0.1 nm relative to Co upon thermal annealing [Z. Wen, et al., Appl. Phys. Express 10, 013003 (2017).], and suggest that preferential affinity of Fe towards oxygen is the cause of such shift. It may be noted that, in the present case, since x-ray measurements are done non-destructively on the same part of the sample before and after annealing, the results are more reliable.

Depth resolved HAXPES study of interfaces in Ta/Co2FeAl/MgO

Aurivillius phase materials are promising candidates for ferroelectric random access memories (FRAM). However, their application is limited by high coercive field and low remanent polarization. The concept of high entropy ceramics opens up the possibility to optimise the properties of Aurivilius phase ferroelectrics. In this research [1], two new multi-element substituted Aurivillius phase ceramics, (Ca0.25Sr0.25Ba0.25Pb0.25)Bi2Nb2O9 and (Ca0.2Sr0.2Ba0.2Pb0.2Nd0.1Na0.1)Bi2Nb2O9 are prepared. Both ceramics are single phase, exhibiting orthorhombic symmetry with space group A21am at room temperature. The frequency dependence of the temperature of the dielectric permittivity peak, Tm, shows relaxor behaviour for both ceramics. Multi-domain configurations, including long range ordered ferroelectric domains and polar nano regions (PNRs), were observed using piezoresponse force microscopy (PFM). Under an applied DC field, the PNRs irreversibly transformed to micro-meter sized domains, which is consistent with the Vogel-Fulcher Law fitted results that show that the freezing temperatures of the two ceramics are above room temperature The multi domain configuration is beneficial for decreasing the coercive field and increasing the remnant polarization, which provides a feasible method to optimize ferroelectric properties of Aurivillius phase ferroelectrics to be used as FRAM devices.

Multi elements substituted Aurivillius phase relaxor ferroelectrics using high entropy design concept

In quest of ultra-nonlinear switching kinetics in ReRAM devices, field-accelerated ion transport in solids has attracted great interest as a potential source of non-linear response. We employed large-scale Molecular Dynamics simulations to explore the impact of external electric fields on the rates of ion transport in ceria. We found that the standard models cannot account for the non-linear high-field regime and instead propose a new analytical model which excellently predicts the behaviour at all field strengths. Focussing on the interplay between electric fields and grain boundaries, we explore the tunability of grain-boundary resistances through applying large electric fields.

Tuning grain-boundary resistances for ReRAM

Memtransistors, an emerging type of device where the electrostatically coupled gate terminal governs the memristive charge transport, are potential candidates for applications revolving in-memory computing and brain-like computing [1-3]. However, the accurate determination of memory states and understanding of device physics across all operational regimes remains a challenge with existing models [1,4]. Here, a physics based model incorporating selenium vacancy dynamics, device self-heating with both electron and hole conduction was used to study defect-engineered ambipolar WSe2 memtransistors. This novel approach of modelling memtransistors has revealed that changes in channel electrostatics due selenium vacancy migrations lead to threshold voltage shifts which result in memristive behaviour. We show that a combination of 2D electrostatics and electron screening, induced changes in lateral electric field distribution, which results in gate voltage dependent memristive behaviour. These findings provide keen insights into control of changes in conductance states for all operational regimes, which would lead to more accurate predictions in development of memtransistors for various future memory technologies.

Investigation of memristive behaviour in defect engineered WSe2 memtransistors

Human brain-inspired neuromorphic computing (NC), which emulates neural activities, is considered for the low-power implementation of artificial intelligence. The realization of hardware elements, such as synaptic devices, is an essential path towards this goal. Electrolyte gating has been widely used for conductance modulation by massive carrier injections at low voltage and has been proven to be an effective way of emulating synaptic functions. Synaptic devices, in the form of synaptic transistors, have been studied using a wide variety of materials like oxides [1], organic materials [2], and 2D materials [3]. However, studies on metal-based ferromagnetic synaptic transistors remain unexplored. Additionally, a synaptic device based on magnetic metal has a spin degree of freedom that can be tuned along with. Here, we have demonstrated a three-terminal cobalt-based synaptic transistor by electrolyte gating at room temperature, which is the first kind of such studies. The working principle of the transistor is based on the formation of an electric double layer (EDL) at the interface of ionic liquid and channel and by intercalation/ extraction of oxygen ions. 
We have achieved gating controlled non-volatile, multilevel conducting states for analog computing. The device could successfully emulate essential synaptic functions related to short-term plasticity and long-term plasticity. Moreover, a transition from short-term memory to long-term memory could be achieved by tuning gate pulse amplitude, duration, and number. The crucial cognitive functions of learning, forgetting, re-learning, and the re-forgetting process were emulated. Along with memory and learning, the device showed dynamic filtering behavior as well. These results provide an insight into the potential application of ferromagnetic metal-based synaptic transistor for large-scale, low power consuming, silicon compatible neuromorphic computing network.

Cobalt Based Synaptic Transistor by Electric Double Layer Formation for Neuromorphic Computing.

Ferroelectric switching of spin-to-charge conversion in GeTe

Resistive random access memory (ReRAM) is touted to replace Silicon based flash memory due to its low operating voltage, fast access speeds and the potential to scale down to nm range for ultra-high density storage. In addition, its ability to retain multi level resistance states makes it suitable for neuromorphic computing application. Here, we develop a cationic ReRAM with a sputtered MgO as the insulating layer. The Ag/MgO/Au ReRAM stack reveals a strong dependence of its resistive switching properties on the sputtering conditions of MgO. Due to the highly stable sputtered MgO, repeatable resistive switching memory is achieved with a low ON voltage of ~0.7V and memory window of ~ 1x 105. Limiting Ag diffusion through a top electrode modified W/Ag/MgO/Au stack significantly reduces the abruptness of resistive switching, thereby demonstrating analog switching capability. This phenomenon is evident in the improved linearity and symmetry of potentiation and depression weight modulation pulses, demonstrating ideal Hebbian synaptic learning rules.

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Co-existence of distinct magnetic spin textures in a D2d nano-stripe

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