Search Results - "Xu, Mingkun"
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Brain-inspired global-local learning incorporated with neuromorphic computing
Published in Nature communications (10-01-2022)“…There are two principle approaches for learning in artificial intelligence: error-driven global learning and neuroscience-oriented local learning. Integrating…”
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A new opportunity for the emerging tellurium semiconductor: making resistive switching devices
Published in Nature communications (19-10-2021)“…The development of the resistive switching cross-point array as the next-generation platform for high-density storage, in-memory computing and neuromorphic…”
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A framework for the general design and computation of hybrid neural networks
Published in Nature communications (14-06-2022)“…There is a growing trend to design hybrid neural networks (HNNs) by combining spiking neural networks and artificial neural networks to leverage the strengths…”
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Recent Advances in Artificial Sensory Neurons: Biological Fundamentals, Devices, Applications, and Challenges
Published in Nano-micro letters (01-12-2025)“…Highlights Biological fundamentals and recent progress of artificial sensory neurons are systematically reviewed. Basic device, performance metrics, and…”
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Engineering island-chain silicon nanowires via a droplet mediated Plateau-Rayleigh transformation
Published in Nature communications (29-09-2016)“…The ability to program highly modulated morphology upon silicon nanowires (SiNWs) has been fundamental to explore new phononic and electronic functionalities…”
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Tribological behavior of shape memory cyanate ester materials and their tunable friction mechanism
Published in Friction (01-10-2023)“…High-performance polymer friction materials with tunable tribological behavior to fit varied work conditions remain a challenge of widespread interest for a…”
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An Optical Neuromorphic Sensor with High Uniformity and High Linearity for Indoor Visible Light Localization
Published in Advanced Sensor Research (01-06-2024)“…The visible light localization system holds great promise as a highly accurate indoor positioning method. However, it still suffers deficiencies including high…”
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Tribological properties of PTFE-based fabric composites at cryogenic temperature
Published in Friction (01-02-2024)“…Fabric composites are widely employed in self-lubricating bearing liners as solid lubrication materials. Although the tribological behaviors of fabric…”
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Heteroepitaxial Writing of Silicon-on-Sapphire Nanowires
Published in Nano letters (14-12-2016)“…The heteroepitaxial growth of crystal silicon thin films on sapphire, usually referred to as SoS, has been a key technology for high-speed mixed-signal…”
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Understanding the functional roles of modelling components in spiking neural networks
Published in Neuromorphic computing and engineering (01-09-2024)“…Abstract Spiking neural networks (SNNs), inspired by the neural circuits of the brain, are promising in achieving high computational efficiency with biological…”
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Synergistic Effect of Pressurization Rate and β-Form Nucleating Agent on the Multi-Phase Crystallization of iPP
Published in Polymers (03-09-2021)“…Using a homemade pressure device, we explored the synergistic effect of pressurization rate and β-form nucleating agent (β-NA) on the crystallization of an…”
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In-Plane Epitaxial Growth of Silicon Nanowires and Junction Formation on Si(100) Substrates
Published in Nano letters (12-11-2014)“…Growing self-assembled silicon nanowires (SiNWs) into precise locations represents a critical capability to scale up SiNW-based functionalities. We here report…”
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Sorafenib inhibits LPS-induced inflammation by regulating Lyn-MAPK-NF-kB/AP-1 pathway and TLR4 expression
Published in Cell death discovery (09-06-2022)“…Sorafenib is an anti-tumor drug widely used in clinical treatment, which can inhibit tyrosine kinase receptor on cell surface and serine/threonine kinase in…”
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Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation
Published in Neural networks (01-01-2022)“…Variational autoencoders (VAEs) are influential generative models with rich representation capabilities from the deep neural network architecture and Bayesian…”
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Ag nanoparticle decorated graphene for improving tribological properties of fabric/phenolic composites
Published in Tribology international (01-12-2022)“…In the present study, graphene nanosheets (GNS) supporting monodispersed Ag nanoparticles (GNS/Ag) hybrid was constructed via an in-situ synthesis. The…”
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Parameter Identification of Wheel Polygonization Based on Effective Signal Extraction and Inertial Principle
Published in IEEE sensors journal (01-03-2023)“…Violent interactions between wheel and rail caused by the polygonal wheels can strongly influence the operational comfort and safety of railway vehicles. It is…”
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Polygonal wear evolution of locomotive wheels subjected to anti-slip control
Published in Wear (15-07-2022)“…Polygonal wear is a common defect that appears along the railway wheel circumference, and a rapid propagation of which can come into being a considerable harm…”
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Molecular dynamic simulation study of tribological mechanism of PI composites reinforced by CNTs with different orientations
Published in Polymer composites (01-03-2022)“…The tribological models of polyimide (PI) reinforced by carbon nanotubes (CNTs) with different orientations were constructed via a molecular dynamic…”
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Self-Doping Memristors with Equivalently Synaptic Ion Dynamics for Neuromorphic Computing
Published in ACS applied materials & interfaces (10-07-2019)“…The accumulation and extrusion of Ca2+ ions in the pre- and post-synaptic terminals play crucial roles in initiating short- and long-term plasticity (STP and…”
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In-situ observation of transfer film formation and evolution for the fabric composite lubricated spherical plain bearing at cryogenic and wide temperature range
Published in Applied surface science (01-03-2023)“…[Display omitted] •Transfer film in-situ observation is achieved at cryogenic and wide temperature range.•Freezing molecule inhibits reorientation and transfer…”
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