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• Defect-Engineered Floating-Gate Synapses With Programmable Relaxation Dynamics for Multi-Timescale Neuromorphic Computing.
  The human brain processes temporal information across timescales spanning milliseconds to years through hierarchical memory systems, the biological capability that remains largely inaccessible to artificial neuromorphic hardware. Here, we present synapses with…
  europepmc 2026 置信度 0.80
• Molecular Engineering of Interlayer Spacings in 2D Dion-Jacobson Perovskites for High-Fidelity Neuromorphic Computing.
  The development of memristive devices is important for energy-efficient neuromorphic computing. While two-dimensional (2D) organic-inorganic hybrid perovskites offer structural tunability and improved stability, the correlation between their molecular-level in…
  europepmc 2026 置信度 0.80
• Voltage-Triggered Emergent Dynamics in Strongly Coupled Nanomagnet Networks for Neuromorphic Computing.
  Emergent dynamics, which arise from local interactions between many elementary components, are central to complex physical and biological systems. However, realizing such dynamics in artificial materials, particularly under low-energy stimuli, remains a challe…
  europepmc 2026 置信度 0.80
• Filament Confinement Engineered Heterostructure Memristors for Reliable Artificial Synaptic Applications and Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Protonic nickelate device networks for spatiotemporal neuromorphic computing.
  europepmc 2026 置信度 0.80
• 2D Materials for Neuron Devices and Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Defect-engineered hydrogen-terminated diamond optoelectronic synapses for UV-driven neuromorphic computing.
  europepmc 2026 置信度 0.80
• Reconfigurable Floating Gate Memristors for High-Accuracy Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Optical Neuromorphic Computing Based on Reconfigurable Excitonic Devices.
  europepmc 2026 置信度 0.80
• Neuromorphic Computing: Foundations and the Case for Principle-Level Integration in AI Systems <em>Part I of IV</em>
  Synchronous with technological progress in Artificial Intelligence (AI), demands on underlying computing architectures are increasing rapidly. Neuromorphic computing (NMC) offers novel approaches to energy-efficient processing of time-dependent information and…
  europepmc Natalie Clara-Maria Rotermund, Alois Krtil, Jakob Mertes 2026 置信度 0.80
• A voltage-controlled reconfigurable memristor with dual-mode synaptic plasticity for adaptive neuromorphic computing and mechanism analysis.
  europepmc 2026 置信度 0.80
• Deoxyribonucleic Acid Brick Crystal-Based Textile Memristor with a Set Voltage of 0.06 V and a High Switching Ratio as an Artificial Synapse for Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Adaptive Multi-Reservoir Neuromorphic Computing Using Memristive Nanowire Networks Enabled by Training-Induced Reservoir Diversity and Confidence-Guided Routing
  europepmc 2026 置信度 0.80
• A Lamellarly Controlled Molecular-Redox-Driven Memristor for Pruned Spiking Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Engineering and Exploiting Self-Driven Domain Wall Motion in Ferrimagnets for Neuromorphic Computing Applications.
  europepmc 2026 置信度 0.80
• Leveraging Electrochemical Diversity in Engineering Liquid-State Ionic Devices for Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Drift-free memory material for wide-temperature neuromorphic computing.
  europepmc 2026 置信度 0.80
• Floating-Gate Synaptic Transistors for Energy-Efficient Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• A Monolithic 3D/2D Perovskite Memristor Enabling Ultralow-Voltage Neuromorphic Computing and Biomimetic Sensing.
  europepmc 2026 置信度 0.80
• Thermally stable silk fibroin/carbon nanotube biomemristors for BCM learning rule simulation and neuromorphic computing applications.
  europepmc 2026 置信度 0.80
• Synaptic κ-Ga&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;3&lt;/sub&gt; Photodetectors for Privacy-Enhancing Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Flexible Schottky photodiodes for fJ-level energy neuromorphic computing and nociceptor-mediated synaptic simulation.
  europepmc 2026 置信度 0.80
• A reconfigurable photosensitive split-floating-gate memory for neuromorphic computing and nonlinear activation.
  europepmc 2026 置信度 0.80
• Epitaxial Yttrium Doped Hafnia with Giant Remnant Polarization for Ferroelectric Tunnel Junction Artificial Synapses and Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• PdNeuRAM: forming-free, multi-bit Pd/HfO&lt;sub&gt;2&lt;/sub&gt; ReRAM for energy-efficient neuromorphic computing.
  europepmc Erbing Hua, Theofilos Spyrou, Majid Ahmadi, Abdul Momin Syed 等 2026 置信度 0.80
• Ångström-Scale-Channel Iontronic Memristors for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Artificial synaptic behaviors of a mobile silver-doped vanadium-cerium oxide memristor with embedded silver nanoclusters for neuromorphic computing applications.
  A silver-doped vanadium–cerium oxide memristor achieves analog conductance modulation mediated by silver nanoclusters and ion redistribution, enabling enhanced neuromorphic applications.
  europepmc Jiyeon Ryu, Peter Hayoung Chung, Cheolhwan Yoon, Minkook Kang 等 2026 置信度 0.80
• Neuromorphic computing at scale.
  europepmc 2025 置信度 0.80
• Neuromorphic computing paradigms enhance robustness through spiking neural networks.
  europepmc 2025 置信度 0.80
• Relaxor Antiferroelectric Dynamics for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Ferroelectric Charged Domain-Wall Synapse for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Electrically programmable organic in-display neuromorphic computing.
  europepmc 2025 置信度 0.80
• A Porphyrin-Based Textile Memristor With Low Power and High Switching Ratio as an Artificial Synapse for Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Advances in perovskite-based neuromorphic computing devices.
  europepmc 2025 置信度 0.80
• Reconfigurable Ferroelectric Field-Effect Transistor Integrating Freestanding BaTiO&lt;sub&gt;3&lt;/sub&gt; and MoS&lt;sub&gt;2&lt;/sub&gt; for Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• A ferroelectrics/oxide heterojunction based memristor for artificial synapse and neuromorphic computing.
  europepmc 2026 置信度 0.80
• Synaptic memristors fabricated based on 2D layered CuInP&lt;sub&gt;2&lt;/sub&gt;S&lt;sub&gt;6&lt;/sub&gt; through chemical intercalation for neuromorphic computing.
  europepmc 2026 置信度 0.80
• Interface engineering in optoelectronic hafnium oxide-based heterojunction synaptic device for neuromorphic computing.
  europepmc 2026 置信度 0.80
• A Review of Nanowire Devices Applied in Simulating Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Neuromorphic Computing Using Synaptic Plasticity of Supercapacitors.
  europepmc 2025 置信度 0.80
• Boosting AI with neuromorphic computing.
  europepmc 2025 置信度 0.80
• Tunable Neuromorphic Computing for Dynamic Multi-Timescale Sensing in Motion Recognition.
  europepmc 2025 置信度 0.80
• Stochastic Neuromorphic Computing Architecture Based on Voltage-Controlled Probabilistic Switching Magnetic Tunnel Junction (MTJ) Devices.
  As integrated circuits face increasingly stringent demands regarding power consumption, area, and stability, integrating novel spintronic devices with computing architectures has become a crucial direction for breaking through traditional computing paradigms. …
  europepmc Liang Gao, Chenxi Wang, Yanfeng Jiang 2026 置信度 0.80
• Emulating sensation by bridging neuromorphic computing and multisensory integration.
  europepmc 2025 置信度 0.80
• A light-driven device for neuromorphic computing.
  A unique optoelectronic synaptic device has been developed, leveraging the negative photoconductance property of a single-crystal material system called Cs 2 CoCl 4 . This device exhibits a simultaneous volatile resistive switching response and sensitivity to …
  europepmc 2025 置信度 0.80
• High-density conductance states and synaptic plasticity in SnP₂S₆ memristors for neuromorphic computing.
  europepmc 2026 置信度 0.80
• Frequency Switching Neuristor for Realizing Intrinsic Plasticity and Enabling Robust Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• WS&lt;sub&gt;2&lt;/sub&gt; Optoelectronic Memristive Reservoir Enabling Ultra-Low-Power, Multi-Task, and Environmentally Stable Neuromorphic Computing.
  ABSTRACT Energy‐efficient visual and speech processing is essential for edge intelligence, yet conventional silicon‐based chips suffer from high power consumption. Here, we report a WS 2 /Zinc–Tin–Oxide (ZTO)‐based optoelectronic reservoir computing (RC) syste…
  europepmc Dayanand Kumar, Hanrui Li, Divyanshu Divyanshu, Dhananjay D. Kumbhar 等 2026 置信度 0.80
• High-Entropy Oxide Memristors for Neuromorphic Computing: From Material Engineering to Functional Integration.
  europepmc 2025 置信度 0.80
• Damage-free van der Waals metal/NbO&lt;sub&gt;x&lt;/sub&gt;-NbSe&lt;sub&gt;2&lt;/sub&gt; integration for reliable and flexible memristor in neuromorphic computing.
  europepmc Thanh Luan Phan, Minh Chien Nguyen, Dang Xuan Dang, Van Tu Vu 等 2026 置信度 0.80
• Revolutionizing neuromorphic computing: brain-like functions emerge from standard silicon transistors.
  europepmc Yuchen Cai, Ruiqing Cheng, Yao Cai, Jun He 2025 置信度 0.80
• 4H-SiC Homojunction Photogated Synapses Enabling High-Temperature Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Subquantum Semimetal Bi and Oxygen Vacancy Filament Memristors for Neuromorphic Computing.
  europepmc Chenyu Zhuge, Jiandong Jiang, Liang Chen, Zhichao Xie 等 2025 置信度 0.80
• Using neuromorphic computing in prediction of GABA concentration - a pilot study.
  Abstract Neuromorphic computing has the potential to facilitate detection of GABA concentration levels in the brain, and offers energy-efficient, real-time machine learning processing possibilities. To study whether neuromorphic computing can be used for GABA …
  europepmc Jie Hou, Abdulkadir Hassen Ali, Ørjan G. Martinsen 2025 置信度 0.80
• Ionic Device: From Neuromorphic Computing to Interfacing with the Brain.
  Abstract In living organisms, the modulation of ion conductivity in ion channels of neuron cells enables intelligent behaviors, such as generating, transmitting, and storing neural signals. Drawing inspiration from these natural processes, researchers have fab…
  europepmc Zijia Huang, Tingting Mei, Xinyi Zhu, Kai Xiao 2025 置信度 0.80
• Flash Memory for Synaptic Plasticity in Neuromorphic Computing: A Review.
  europepmc 2025 置信度 0.80
• Reconfigurable Artificial Synapses Based on Ambipolar Environmentally Stable Tellurium for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Bio-plausible reconfigurable spiking neuron for neuromorphic computing.
  europepmc 2025 置信度 0.80
• Current/Voltage Dual-Modal Hybrid Ionotronic Oxide Dendrite Transistor for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Solution-processed SnO&lt;sub&gt;2&lt;/sub&gt;/SnS&lt;sub&gt;2&lt;/sub&gt; bilayer-based robust memristors for reliable neuromorphic computing.
  europepmc 2026 置信度 0.80
• The neurobench framework for benchmarking neuromorphic computing algorithms and systems.
  europepmc 2025 置信度 0.80
• Heat-assisted neuromorphic computing.
  europepmc 2024 置信度 0.80
• Photosensitive resistive switching in parylene-PbTe nanocomposite memristors for neuromorphic computing.
  europepmc 2025 置信度 0.80
• An Energy Efficient Memory Cell for Quantum and Neuromorphic Computing at Low Temperatures.
  europepmc Yi Han, Jingxuan Sun, Benjamin Richstein, Andreas Grenmyr 等 2025 置信度 0.80
• Design of All-Optical Bidirectional Self-Powered Synaptic Devices for Neuromorphic Computing Applications.
  europepmc 2025 置信度 0.80
• Dual SOT Switching Modes in a Single Device Geometry for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Long-Range Order and Strong Quantum Coupling Enabled Stable Carrier Transport for Reliable Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• 2D Van Der Waals Ferroelectric Materials and Devices for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Stable recurrent dynamics in heterogeneous neuromorphic computing systems using excitatory and inhibitory plasticity.
  europepmc Maryada, Saray Soldado-Magraner, Martino Sorbaro, Rodrigo Laje 等 2025 置信度 0.80
• Self-assembled 3D Interconnected Magnetic Nanowire Networks for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• CMOS-Compatible Protonic Three-Terminal Memristor for Analog Synapse in Neuromorphic Computing.
  Abstract All‐solid‐state inorganic hydrogen‐based three‐terminal memristors (H‐3TMs) suffer from poor retention, susceptibility to humidity and temperature, and the reliance on wet chemistry during fabrication, hindering their manufacturability within existing…
  europepmc Lingli Liu, Putu Andhita Dananjaya, Eng Kang Koh, Funan Tan 等 2025-05-13T06:11:57Z 置信度 0.80
• Memristors Based on Ferroelectric Cu-Deficient Copper Indium Thiophosphate for Multilevel Storage and Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Advances in Neuromorphic Computing Devices: Insights on Both Conventional and Unconventional Architectures.
  europepmc 2025 置信度 0.80
• Advancements in Nanowire-Based Devices for Neuromorphic Computing: A Review.
  europepmc 2024 置信度 0.80
• Gate-Tunable Highly Linear Bipolar Photoresponse in Se@SWCNT Adaptive Neurons for Dynamically Programmable Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• High-Performance Ferroelectric Field-Effect Transistors Based on Ultrathin Indium Oxide for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Solid-State Oxide-Ion Synaptic Transistor for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Optical neuromorphic computing via temporal up-sampling and trainable encoding on a telecom device platform.
  europepmc 2025 置信度 0.80
• Neuromorphic Computing Primitives Using Polymer-Networked Nanoparticles.
  europepmc 2024 置信度 0.80
• Correction to "High-Performance Ferroelectric Field-Effect Transistors Based on Ultrathin Indium Oxide for Neuromorphic Computing".
  europepmc 2025 置信度 0.80
• All-Oxide ITO/HZO/WO&lt;sub&gt;&lt;i&gt;x&lt;/i&gt;&lt;/sub&gt; Ferroelectric Tunnel Junctions with Oxygen-Engineered Interfaces for Highly Endurable Neuromorphic Computing.
  europepmc 2026 置信度 0.80
• Linearly Programmable Oxygen-Doped MoS&lt;sub&gt;2&lt;/sub&gt; Memtransistor for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• High-Performance Synapse Arrays for Neuromorphic Computing via Floating Gate-Engineered IGZO Synaptic Transistors.
  Abstract Neuromorphic computing emulating the human brain offers a promising alternative to the Von Neumann architecture. Developing artificial synapses is essential for implementing hardware neuromorphic systems. Indium‐gallium‐zinc oxide (IGZO)‐based synapti…
  europepmc Junhyeong Park, Yumin Yun, Sunyeol Bae, Yuseong Jang 等 2025 置信度 0.80
• Programmable nonlinear optical neuromorphic computing with bare 2D material MoS₂.
  europepmc 2024 置信度 0.80
• A dual-mode transparent device for 360° quasi-omnidirectional self-driven photodetection and efficient ultralow-power neuromorphic computing.
  europepmc 2025 置信度 0.80
• Reconfigurable Neuromorphic Computing Using Methyl-Engineered One-Dimensional Covalent Organic Framework Memristors.
  europepmc Pan-Ke Zhou, Ziyue Yu, Tao Zeng, Cong Zhang 等 2025 置信度 0.80
• Superior performance of printed optoelectronic synapses based on defect-controlled monolayer MoS&lt;sub&gt;2&lt;/sub&gt; with ultralow power consumption for neuromorphic computing.
  Printed optoelectronic synapses using defect-controlled monolayer MoS 2 with ultralow power consumption for neuromorphic computing.
  europepmc Subhankar Debnath, Abdul Kaium Mia, M. Meyyappan, P. K. Giri 2025-11-24T08:20:58Z 置信度 0.80
• Adaptive ferroelectric memristors with high-throughput BaTiO&lt;sub&gt;3&lt;/sub&gt; thin films for neuromorphic computing.
  europepmc 2025 置信度 0.80
• SemiSynBio: A new era for neuromorphic computing.
  europepmc Ruicun Liu, Tuoyu Liu, Wuge Liu, Boyu Luo 等 2024 置信度 0.80
• Vertically Integrated Dual-Memtransistor Enabled Reconfigurable Heterosynaptic Sensorimotor Networks and In-Memory Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Volatile tin oxide memristor for neuromorphic computing.
  europepmc 2024 置信度 0.80
• Review of neuromorphic computing based on NAND flash memory.
  The proliferation of data has facilitated global accessibility, which demands escalating amounts of power for data storage and processing purposes.
  europepmc Sung-Tae Lee, Jong-Ho Lee 2024 置信度 0.80
• All-Electrical Control of Spin Synapses for Neuromorphic Computing: Bridging Multi-State Memory with Quantization for Efficient Neural Networks.
  europepmc 2025 置信度 0.80
• Flexible Synaptic Memristors With Controlled Rigidity in Zirconium-Oxo Clusters for High-Precision Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Shape Anisotropy-Dependent Leaking in Magnetic Neurons for Bio-Mimetic Neuromorphic Computing.
  europepmc Thomas Leonard, Nicholas Zogbi, Samuel Liu, William S. Rogers 等 2025 置信度 0.80
• Two-dimensional materials based two-transistor-two-resistor synaptic kernel for efficient neuromorphic computing.
  europepmc 2025 置信度 0.80
• Topologically protected edge states for neuromorphic computing.
  europepmc 2024 置信度 0.80
• Near-Sensor Neuromorphic Computing System Based on a Thermopile Infrared Detector and a Memristor for Encrypted Visual Information Transmission.
  europepmc 2025 置信度 0.80
• Memristors with Tunable Volatility for Reconfigurable Neuromorphic Computing.
  europepmc Kyung Seok Woo, Hyungjun Park, Nestor Ghenzi, A. Alec Talin 等 2024 置信度 0.80
• Interface engineered V&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;5&lt;/sub&gt;-based flexible memristors towards high-performance brain-inspired neuromorphic computing.
  Bio-inspired neuromorphic computing offers a revolutionary approach by replicating brain-like functionalities in next-generation electronics.
  europepmc Kumar Kaushlendra, Davinder Kaur 2025-12-12T13:21:14Z 置信度 0.80