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Xu G, Zhang M, Mei T, Liu W, Wang L, Xiao K. Nanofluidic Ionic Memristors. ACS NANO 2024. [PMID: 39022809 DOI: 10.1021/acsnano.4c06467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Living organisms use ions and small molecules as information carriers to communicate with the external environment at ultralow power consumption. Inspired by biological systems, artificial ion-based devices have emerged in recent years to try to realize efficient information-processing paradigms. Nanofluidic ionic memristors, memory resistors based on confined fluidic systems whose internal ionic conductance states depend on the historical voltage, have attracted broad attention and are used as neuromorphic devices for computing. Despite their high exposure, nanofluidic ionic memristors are still in the initial stage. Therefore, systematic guidance for developing and reasonably designing ionic memristors is necessary. This review systematically summarizes the history, mechanisms, and potential applications of nanofluidic ionic memristors. The essential challenges in the field and the outlook for the future potential applications of nanofluidic ionic memristors are also discussed.
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Affiliation(s)
- Guoheng Xu
- Department of Biomedical Engineering, Guangdong Provincial Key Laboratory of Advanced Biomaterials, Institute of Innovative Materials, Southern University of Science and Technology (SUSTech), Shenzhen 518055, P. R. China
| | - Miliang Zhang
- Department of Biomedical Engineering, Guangdong Provincial Key Laboratory of Advanced Biomaterials, Institute of Innovative Materials, Southern University of Science and Technology (SUSTech), Shenzhen 518055, P. R. China
| | - Tingting Mei
- Department of Biomedical Engineering, Guangdong Provincial Key Laboratory of Advanced Biomaterials, Institute of Innovative Materials, Southern University of Science and Technology (SUSTech), Shenzhen 518055, P. R. China
| | - Wenchao Liu
- Department of Biomedical Engineering, Guangdong Provincial Key Laboratory of Advanced Biomaterials, Institute of Innovative Materials, Southern University of Science and Technology (SUSTech), Shenzhen 518055, P. R. China
| | - Li Wang
- Department of Biomedical Engineering, Guangdong Provincial Key Laboratory of Advanced Biomaterials, Institute of Innovative Materials, Southern University of Science and Technology (SUSTech), Shenzhen 518055, P. R. China
| | - Kai Xiao
- Department of Biomedical Engineering, Guangdong Provincial Key Laboratory of Advanced Biomaterials, Institute of Innovative Materials, Southern University of Science and Technology (SUSTech), Shenzhen 518055, P. R. China
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Baldelli M, Di Muccio G, Sauciuc A, Morozzo Della Rocca B, Viola F, Balme S, Bonini A, Maglia G, Chinappi M. Controlling Electroosmosis in Nanopores Without Altering the Nanopore Sensing Region. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024:e2401761. [PMID: 38860821 DOI: 10.1002/adma.202401761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 05/24/2024] [Indexed: 06/12/2024]
Abstract
Nanopores are powerful tools for single-molecule sensing of biomolecules and nanoparticles. The signal coming from the molecule to be analyzed strongly depends on its interaction with the narrower section of the nanopore (constriction) that may be tailored to increase sensing accuracy. Modifications of nanopore constriction have also been commonly used to induce electroosmosis, that favors the capture of molecules in the nanopore under a voltage bias and independently of their charge. However, engineering nanopores for increasing both electroosmosis and sensing accuracy is challenging. Here it is shown that large electroosmotic flows can be achieved without altering the nanopore constriction. Using continuum electrohydrodynamic simulations, it is found that an external charged ring generates strong electroosmosis in cylindrical nanopores. Similarly, for conical nanopores it is shown that moving charges away from the cone tip still results in an electroosmotic flow (EOF), whose intensity reduces increasing the diameter of the nanopore section where charges are placed. This paradigm is applied to engineered biological nanopores showing, via atomistic simulations and experiments, that mutations outside the constriction induce a relatively intense electroosmosis. This strategy provides much more flexibility in nanopore design since electroosmosis can be controlled independently from the constriction, which can be optimized to improve sensing accuracy.
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Affiliation(s)
- Matteo Baldelli
- Department of Industrial Engeenering, University of Rome Tor Vergata, Roma, 00133, Italy
| | - Giovanni Di Muccio
- Department of Mechanical and Aerospace Engineering, University of Rome Sapienza, Roma, 00184, Italy
| | - Adina Sauciuc
- Groningen Biomolecular Sciences & Biotechnology Institute, University of Groningen, Groningen, 9747 AG, The Netherlands
| | | | | | - Sébastien Balme
- Institut Europeen des Membranes, UMR5635, University of Montpellier ENCSM CNRS, Montpellier, 34095, France
| | - Andrea Bonini
- Groningen Biomolecular Sciences & Biotechnology Institute, University of Groningen, Groningen, 9747 AG, The Netherlands
| | - Giovanni Maglia
- Groningen Biomolecular Sciences & Biotechnology Institute, University of Groningen, Groningen, 9747 AG, The Netherlands
| | - Mauro Chinappi
- Department of Industrial Engeenering, University of Rome Tor Vergata, Roma, 00133, Italy
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Kamsma TM, Kim J, Kim K, Boon WQ, Spitoni C, Park J, van Roij R. Brain-inspired computing with fluidic iontronic nanochannels. Proc Natl Acad Sci U S A 2024; 121:e2320242121. [PMID: 38657046 PMCID: PMC11067030 DOI: 10.1073/pnas.2320242121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 03/19/2024] [Indexed: 04/26/2024] Open
Abstract
The brain's remarkable and efficient information processing capability is driving research into brain-inspired (neuromorphic) computing paradigms. Artificial aqueous ion channels are emerging as an exciting platform for neuromorphic computing, representing a departure from conventional solid-state devices by directly mimicking the brain's fluidic ion transport. Supported by a quantitative theoretical model, we present easy-to-fabricate tapered microchannels that embed a conducting network of fluidic nanochannels between a colloidal structure. Due to transient salt concentration polarization, our devices are volatile memristors (memory resistors) that are remarkably stable. The voltage-driven net salt flux and accumulation, that underpin the concentration polarization, surprisingly combine into a diffusionlike quadratic dependence of the memory retention time on the channel length, allowing channel design for a specific timescale. We implement our device as a synaptic element for neuromorphic reservoir computing. Individual channels distinguish various time series, that together represent (handwritten) numbers, for subsequent in silico classification with a simple readout function. Our results represent a significant step toward realizing the promise of fluidic ion channels as a platform to emulate the rich aqueous dynamics of the brain.
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Affiliation(s)
- Tim M. Kamsma
- Institute for Theoretical Physics, Department of Physics, Utrecht University, Utrecht3584, The Netherlands
- Mathematical Institute, Department of Mathematics, Utrecht University, Utrecht3584, The Netherlands
| | - Jaehyun Kim
- Department of Mechanical Engineering, Sogang University, Seoul04107, Republic of Korea
| | - Kyungjun Kim
- Department of Mechanical Engineering, Sogang University, Seoul04107, Republic of Korea
| | - Willem Q. Boon
- Institute for Theoretical Physics, Department of Physics, Utrecht University, Utrecht3584, The Netherlands
| | - Cristian Spitoni
- Mathematical Institute, Department of Mathematics, Utrecht University, Utrecht3584, The Netherlands
| | - Jungyul Park
- Department of Mechanical Engineering, Sogang University, Seoul04107, Republic of Korea
| | - René van Roij
- Institute for Theoretical Physics, Department of Physics, Utrecht University, Utrecht3584, The Netherlands
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Bushuev YG, Grosu Y, Chorążewski M. Spontaneous Dipole Reorientation in Confined Water and Its Effect on Wetting/Dewetting of Hydrophobic Nanopores. ACS APPLIED MATERIALS & INTERFACES 2024; 16:7604-7616. [PMID: 38300737 PMCID: PMC10875646 DOI: 10.1021/acsami.3c17272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 01/10/2024] [Accepted: 01/16/2024] [Indexed: 02/03/2024]
Abstract
The properties of nanoconfined fluids are important for a broad range of natural and engineering systems. In particular, wetting/dewetting of hydrophobic nanoporous materials is crucial due to their broad applicability for molecular separation and liquid purification; energy storage, conversion, recuperation, and dissipation; for catalysis, chromatography, and so on. In this work, a rapid, orchestrated, and spontaneous dipole reorientation was observed in hydrophobic nanotubes of various pore sizes d (7.9-16.5 Å) via simulations. This phenomenon leads to the fragmentation of water clusters in the narrow nanopores (d = 7.9, 10 Å) and strongly affects dewetting through cluster repulsion. The cavitation in these pores has an electrostatic origin. The dependence of hydrogen-bonded network properties on the tube aperture is obtained and is used to explain wetting (intrusion)-dewetting (extrusion) hysteresis. Computer simulations and experimental data demonstrate that d equals ca. 12.5 Å is a threshold between a nonhysteretic (spring) behavior, where intrusion-extrusion is reversible, and a hysteretic one (shock absorber), where hysteresis is prominent. This work suggests that water clustering and the electrostatic nature of cavitation are important factors that can be effectively exploited for controlling the wetting/dewetting of nanoporous materials.
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Affiliation(s)
- Yuriy G. Bushuev
- Institute
of Chemistry, University of Silesia in Katowice, Szkolna 9 Street, 40-006 Katowice, Poland
| | - Yaroslav Grosu
- Institute
of Chemistry, University of Silesia in Katowice, Szkolna 9 Street, 40-006 Katowice, Poland
- Centre
for Cooperative Research on Alternative Energies (CIC EnergiGUNE), Basque Research and Technology Alliance (BRTA), Alava Technology Park, Albert Einstein
48, Vitoria, Gasteiz 01510, Spain
| | - Mirosław Chorążewski
- Institute
of Chemistry, University of Silesia in Katowice, Szkolna 9 Street, 40-006 Katowice, Poland
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