Research

Materials & Architechtonics

Integration & Implementation

We are exploiting the emerging memristive system for ultra-high dense data storage, compute logics, AI-hardware, sensor, and security applications, where these multifunctional capabilities can exist in a single architectonic, enabling reconfigurable and adaptive electronic systems. Memnics Lab is interested in integrating memristive devices with various electronics and photonics to open new ways of controlling the electrical/material properties of integrated devices and circuits.

1. Cell design & nanostructure engineering

The choice of materials and stacking strategies determines the behavior and performance of memristive devices. We believe that device fabrication should be sustainable, and the effort to reduce Silicon and Carbon footprints is the main priority; therefore, our focus is to develop and adopt new reliable, low-cost, and environmentally friendly process flows.

2. Electrochemical & physical/chemical stimulation phenomenon

The electrical characteristics of memristive systems are governed by physical-chemical dynamics of the movement of atoms/ions facilitated by redox reaction processes. Thus, it further opens new opportunities to control electrical behaviours via physical (light, pressure, temperature, and magnetic field) and chemical (gas and liquid) stimuli.

1. Massive wafer-scale device integration

Crossbar array architecture renders ultra-high-dense memristive chips enabled by diode-memristive (1D1M) integration. We are developing high-yield array-to-array CMOS-compatible designs for wafer-scale technologies.

doi: 10.1109/LED.2024.3454294 .Featured in IEEE Spectrum

doi:10.1021/acsaelm.0c00441

doi: 10.1063/5.0076903

doi: 10.1109/TED.2024.3422949

doi:10.1109/LED.2021.3127489

2. Circuit design and primitive system

The I/O of memristive devices and chips should be compatible with today's peripheral electronics to ensure that our technologies are implementable, thus accelerating their adoption for end-user products. We study the feasibility of memristive technologies for making reconfigurable circuits and arithmetic logic units; note that these efforts are not to replace transistor technologies but to complement the existing tech to reduce Carbon and Silicon footprints as well as enable robust system designs for space and nuclear applications.