English

Ionic Sieving Through One-Atom-Thick 2D Material Enables Analog Nonvolatile Memory for Neuromorphic Computing

Applied Physics 2021-10-01 v1 Emerging Technologies
Authors: Revannath Dnyandeo Nikam , Jongwon Lee , Wooseok Choi , Writam Banerjee , Myonghoon Kwak , Manoj Yadav , Hyunsang Hwang
View on arXiv ↗ PDF ↗ DOI ↗

Abstract

The first report on ion transport through atomic sieves of atomically-thin 2D material is provided to solve critical limitations of electrochemical random-access memory (ECRAM) devices.

Keywords

neuromorphic computing

Cite

@article{arxiv.2109.14935,
  title  = {Ionic Sieving Through One-Atom-Thick 2D Material Enables Analog Nonvolatile Memory for Neuromorphic Computing},
  author = {Revannath Dnyandeo Nikam and Jongwon Lee and Wooseok Choi and Writam Banerjee and Myonghoon Kwak and Manoj Yadav and Hyunsang Hwang},
  journal= {arXiv preprint arXiv:2109.14935},
  year   = {2021}
}

Related papers

View all related →
Mesoscale and Nanoscale Physics · Physics
Accelerate & Actualize: Can 2D Materials Bridge the Gap Between Neuromorphic Hardware and the Human Brain?
Xiwen Liu, Keshava Katti, Deep Jariwala
2023-01-26
Applied Physics · Physics
High-speed ionic synaptic memory based on two-dimensional titanium carbide MXene
Armantas Melianas, Min-A Kang, Armin VahidMohammadi, Weiqian Tian +3
2021-04-27
Mesoscale and Nanoscale Physics · Physics
Colloquium: Ionic phenomena in nanoscale pores through 2D materials
Subin Sahu, Michael Zwolak
2019-07-19
Mesoscale and Nanoscale Physics · Physics
Memristive response and capacitive spiking in the aqueous ion transport through 2D nanopore arrays
Yechan Noh, Alex Smolyanitsky
2024-01-15
Emerging Technologies · Computer Science
Atomic scale nanoelectronics for quantum neuromorphic devices: comparing different materials
Enrico Prati
2016-09-21
Materials Science · Physics
Electrochemical Ion Insertion: From Atoms to Devices
Aditya Sood, Andrey D. Poletayev, Daniel A. Cogswell, Peter M. Csernica +6
2021-05-27
Applied Physics · Physics
Realization of A Non-Markov Chain in A Single 2D Crystal RRAM
Rongjie Zhang, Wenjun Chen, Changjiu Teng, Wugang Liao +2
2021-08-31
Applied Physics · Physics
Nonvolatile single-ion memory with picosecond switching
Hengxiao Cheng, Xudong Zhu, Zijia Su, Zhongbin Dai +9
2026-04-27
Accelerator Physics · Physics
AI-Assisted Transport of Radioactive Ion Beams
Sergio Lopez-Caceres, Daniel Santiago-Gonzalez
2025-06-25
Emerging Technologies · Computer Science
Quantum materials for energy-efficient neuromorphic computing
Axel Hoffmann, Shriram Ramanathan, Julie Grollier, Andrew D. Kent +15
2022-08-01
Hardware Architecture · Computer Science
Emerging 2D Materials for Beyond von Neumann Computing: A Perspective
Yaser Banad
2026-05-12
Soft Condensed Matter · Physics
Long-term memory and synapse-like dynamics in two-dimensional nanofluidic channels
P. Robin, T. Emmerich, A. Ismail, A. Niguès +7
2023-01-18
Soft Condensed Matter · Physics
Brain-inspired computing with fluidic iontronic nanochannels
T. M. Kamsma, J. Kim, K. Kim, W. Q. Boon +3
2024-04-26
Mesoscale and Nanoscale Physics · Physics
Toward a Theoretical Roadmap for Organic Memristive Materials
Salvador Cardona-Serra
2026-03-06
Materials Science · Physics
Controlled Transformation of Electrical, Magnetic and Optical Material Properties by Ion Beams
B. A. Gurovich, D. I. Dolgy, E. A. Kuleshova, E. P. Velikhov +4
2009-10-31
Quantum Physics · Physics
Highly efficient microwave memory using a superconducting artificial chiral atom
Kai-I Chu, Yung-Fu Chen, Wen-Te Liao
2025-03-26
Materials Science · Physics
Ion-Assisted Nanoscale Material Engineering in Atomic Layers
Hossein Taghinejad, Mohammad Taghinejad, Sajjad Abdollahramezani, Qitong Li +10
2024-10-10
Soft Condensed Matter · Physics
Polymer-based composites for engineering organic memristive devices
Carlos David Prado-Socorro, Silvia Giménez-Santamarina, Lorenzo Mardegan, Luis Escalera-Moreno +3
2021-11-05
Materials Science · Physics
Defect-Driven Anomalous Transport in Fast-Ion Conducting Solid Electrolytes
Andrey D. Poletayev, James A. Dawson, M. Saiful Islam, Aaron M. Lindenberg
2022-08-04
Soft Condensed Matter · Physics
Energy-efficient time series processing in real-time with fluidic iontronic memristor circuits
T. M. Kamsma, Y. Gu, C. Spitoni, M. Dijkstra +2
2026-01-22
Quantum Physics · Physics
Ion-trap quantum information processing: experimental status
D. Kielpinski
2008-11-16
Neural and Evolutionary Computing · Computer Science
A neuromorphic approach to image processing and machine vision
Arvind Subramaniam
2022-09-07
Mesoscale and Nanoscale Physics · Physics
Ionic transport through sub-10 nm diameter hydrophobic high-aspect ratio nanopores: experiment, theory and simulation
Sébastien Balme, Fabien Picaud, Manoel Manghi, John Palmeri +6
2019-08-17
Computer Vision and Pattern Recognition · Computer Science
Atomic Depth Estimation From Noisy Electron Microscopy Data Via Deep Learning
Matan Leibovich, Mai Tan, Ramon Manzorro, Adria Marcos-Morales +3
2026-01-29
Emerging Technologies · Computer Science
Molecular-scale Integration of Multi-modal Sensing and Neuromorphic Computing with Organic Electrochemical Transistors
Shijie Wang, Xi Chen, Chao Zhao, Yuxin Kong +10
2022-02-22
R2 v1 2026-06-24T06:30:41.720Z