ReviewiScience2020
Two-Dimensional Near-Atom-Thickness Materials for Emerging Neuromorphic Devices and Applications.
Review in iScience, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- A standardized approach to characterize hysteresis in 2D-materials-based transistors for stability benchmarking and performance projection.Nature communications · 2025Article
- Neuromorphic Photoresponse in Ultrathin SnSACS applied materials & interfaces · 2025Article
- Understanding Volatile Electrical Switching in hBN Nanodevices by Fully Optical Operando Investigation.Small (Weinheim an der Bergstrasse, Germany) · 2025Article
- Engineered bio-functional material-based nerve guide conduits for optic nerve regeneration: a view from the cellular perspective, challenges and the future outlook.Regenerative biomaterials · 2025Review
- Article
- Atomically thin bioelectronics.Nature reviews. Materials · 2024Article
- Advances and Applications of Oxidized van der Waals Transition Metal Dichalcogenides.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Review
- Advances on MXene-Based Memristors for Neuromorphic Computing: A Review on Synthesis, Mechanisms, and Future Directions.ACS nano · 2024Review
- Emerging Opportunities for 2D Materials in Neuromorphic Computing.Nanomaterials (Basel, Switzerland) · 2023Review
- Integrated Graphene Heterostructures in Optical Sensing.Micromachines · 2023Review
- Bio-inspired artificial synapse for neuromorphic computing based on NiO nanoparticle thin film.Scientific reports · 2023Article
- Graphene-based RRAM devices for neural computing.Frontiers in neuroscience · 2023Review
- Two-dimensional materials-based probabilistic synapses and reconfigurable neurons for measuring inference uncertainty using Bayesian neural networks.Nature communications · 2022Article
- Memristive Devices Based on Two-Dimensional Transition Metal Chalcogenides for Neuromorphic Computing.Nano-micro letters · 2022Review
Corrections and comments
- Erratum issued
Authors and funding
15 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Two-dimensional (2D) layered materials and their heterostructures have recently been recognized as promising building blocks for futuristic brain-like neuromorphic computing devices. They exhibit unique properties such as near-atomic thickness, dangling-bond-free surfaces, high mechanical robustness, and electrical/optical tunability. Such attributes unattainable with traditional electronic materials are particularly promising for high-performance artificial neurons and synapses, enabling energy-efficient operation, high integration density, and excellent scalability. In this review, diverse 2D materials explored for neuromorphic applications, including graphene, transition metal dichalcogenides, hexagonal boron nitride, and black phosphorous, are comprehensively overviewed. Their promise for neuromorphic applications are fully discussed in terms of material property suitability and device operation principles. Furthermore, up-to-date demonstrations of neuromorphic devices based on 2D materials or their heterostructures are presented. Lastly, the challenges associated with the successful implementation of 2D materials into large-scale devices and their material quality control will be outlined along with the future prospect of these emergent materials.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.