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In-memory computing provides an opportunity to meet the growing demands of large data-driven applications such as machine learning, by colocating logic operations and data storage. Despite being regarded as the ultimate solution for high-density integration and low-power manipulation, the use of spin or electric dipole at the single-molecule level to realize in-memory logic functions has yet to be realized at room temperature, due to their random orientation. Here, we demonstrate logic-in-memory operations, based on single electric dipole flipping in a two-terminal single-metallofullerene (ScC@C(hept)-C) device at room temperature. By applying a low voltage of ±0.8 V to the single-metallofullerene junction, we found that the digital information recorded among the different dipole states could be reversibly encoded in situ and stored. As a consequence, 14 types of Boolean logic operation were shown from a single-metallofullerene device. Density functional theory calculations reveal that the non-volatile memory behaviour comes from dipole reorientation of the [ScC] group in the fullerene cage. This proof-of-concept represents a major step towards room-temperature electrically manipulated, low-power, two-terminal in-memory logic devices and a direction for in-memory computing using nanoelectronic devices.
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http://dx.doi.org/10.1038/s41563-022-01309-y | DOI Listing |
Nanotechnology
August 2025
An OCC of Homi Bhabha National Institute, National Institute of Science Education and Research, Jatni, Kordha, Orissa, 752050, INDIA.
Magnetic skyrmions offer an excellent prospect for the next-generation spintronic logic and memory applications due to their topological stability, nanoscale size, and efficient current-driven mobility. This work presents a programmable skyrmion-based logic architecture leveraging skyrmion-skyrmion repulsion and tunnelling through geometrically engineered racetracks. Using micromagnetic simulations, we demonstrate various logic gates (AND, OR, NOT, NAND, NOR, XOR) and a half-adder within a compact structure incorporating artificial nucleation centers, clocking notches, and annihilation zones, eliminating additional gate contacts.
View Article and Find Full Text PDFSmall
July 2025
Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung City, 402202, Taiwan.
Van der Waals heterostructure devices integrating memory and processing functions have been explored to overcome the von Neumann bottleneck. While most of these devices support logic or neuromorphic functionalities, few have demonstrated combined memory, logic, and neuromodulation capabilities. In this work, a dual-gate van der Waals heterostructure floating-gate field-effect transistor with access regions is presented, utilizing molybdenum disulfide as the channel, hexagonal boron nitride as the insulating and tunneling layers, and graphene as the floating gate, that seamlessly integrates memory, logic, and neuromorphic functions in a single device.
View Article and Find Full Text PDFACS Appl Mater Interfaces
June 2025
Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore 117583, Singapore.
Ferroelectric materials, known for their nonvolatile and reversible polarization states, are emerging as promising candidates for innovative computing paradigms such as neuromorphic computing and logic-in-memory (LiM) architectures. Their polarization dynamics in response to external stimuli closely emulates biological synapses, a feature crucial for learning and adaptation in neural networks. Achieving multiple intermediate states between fully polarized states is critical for energy-efficient computation.
View Article and Find Full Text PDFACS Nano
May 2025
Zhejiang Key Laboratory of 3D Micro/Nano Fabrication and Characterization, School of Engineering, Westlake University, Hangzhou, Zhejiang 310030, China.
Ambipolar two-dimensional semiconductors exhibit electrostatically modulable carrier polarity, enabling reconfigurable electronic functionalities critical for the development of logic-in-memory computing architectures. However, the ambipolar conduction is generally weak and unbalanced, in particular, under ambient operating conditions. Here, we develop a universal nonvolatile and reconfigurable device architecture based on tungsten diselenide (WSe) and delicately enhance its ambipolar transport via scanning probe lithography, demonstrating on/off current ratios approaching 10 for both electron and hole conductions.
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April 2025
State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou 310027, China.
In recent years, machine vision technology has experienced rapid growth, in which optoelectronic sensing plays a crucial role. With the rising demand for versatile integration of photoelectric sensors, sensors that combine sensing, storage, and computing capabilities are emerging as the next-generation paradigm for high-density, low-power visual processing. Here, with a simplified floating-gate structure based on the interface trap state of the WS/TaNiSe heterostructure, we demonstrate a self-driven logic-in-memory optoelectronic transistor with nonvolatile reconfigurable photoresponsivity by controlling the direction and magnitude of the built-in electric field, which can be used for image preprocessing, at the same time capable of achieving multifunctions such as neuromorphic computation, multicolor sensing, positive and negative light response switching, and polarization detection, highlighting the great potential for multifunctional reconfigurable vision devices.
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