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• Highly-efficient and scalable TrioN (3N0C) synaptic cell for analog process-in-memory.
  europepmc 2025 置信度 0.80
• Fast prototyping of memristors for ReRAMs and neuromorphic computing.
  europepmc 2026 置信度 0.80
• Contemporary Challenges in van der Waals 2D Semiconductors.
  europepmc 2026 置信度 0.80
• Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: A Review.
  europepmc 2025 置信度 0.80
• Stable Bipolar Resistive Switching in Lead-Free Cs<sub>2</sub>AgBiBr<sub>6</sub> Memristors for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Ultralow energy adaptive neuromorphic computing using reconfigurable zinc phosphorus trisulfide memristors.
  europepmc 2025 置信度 0.80
• Recent Progress in Nanophotonics for Green Energy, Medicine, Healthcare, and Optical Computing Applications.
  europepmc 2026 置信度 0.80
• MXene-Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub>-Based Neuromorphic Computing: Physical Mechanisms, Performance Enhancement, and Cutting-Edge Computing.
  europepmc 2025 置信度 0.80
• Detachable and Reusable: Reinforced π-Ion Film for Modular Synaptic Reservoir Computing.
  europepmc 2025 置信度 0.80
• Building on models-a perspective for computational neuroscience.
  europepmc 2025 置信度 0.80
• Emerging Nonvolatile Memory Technologies in the Future of Microelectronics.
  europepmc 2025 置信度 0.80
• Self-organizing neuromorphic nanowire networks as stochastic dynamical systems.
  europepmc 2025 置信度 0.80
• Ultralow-Power Peptide-Based Memristor Enabled by Emulation of Proton-Mediated Synaptic Signaling.
  europepmc 2025 置信度 0.80
• Asymmetric-Contact ZnON/DNTT Heterojunctions for Tunable Multi-Gaussian Anti-Ambipolar Responses.
  europepmc 2026 置信度 0.80
• Oscillatory Neural Network with Tunable Frequency for Brain-Inspired Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Ultrafast Vertical Organic Electrochemical Transistors With Ion-Permeable Conductive Polymer Top Electrodes.
  europepmc 2026 置信度 0.80
• Phonon-Assisted Charge Trapping and Threshold Voltage Modulation in MoS<sub>2</sub> FETs with AlO<sub><i>x</i></sub>N<sub><i>y</i></sub> Overlayers.
  europepmc 2025 置信度 0.80
• Nanoscale Tracking of the High-Temperature Spin-State Transition in LaCoO<sub>3</sub>.
  europepmc 2025 置信度 0.80
• Ferroelectrics Hybrids: Harnessing Multifunctionality of 2D Semiconductors in the Post-Moore Era.
  europepmc 2026 置信度 0.80
• Efficient and real-time perception: a survey on end-to-end event-based object detection in autonomous driving.
  europepmc 2025 置信度 0.80
• Materials and System Design for Self-Decision Bioelectronic Systems.
  europepmc 2026 置信度 0.80
• CMOS-compatible flash-gated thyristor-based neuromorphic module with small area and low energy consumption for in-memory computing.
  europepmc 2025 置信度 0.80
• Flexible Neuromorphic Electronics for Wearable Near-Sensor and In-Sensor Computing Systems.
  europepmc 2025 置信度 0.80
• Memristive neuromorphic interfaces: integrating sensory modalities with artificial neural networks.
  europepmc 2025 置信度 0.80
• Interface-Induced Synaptic Performance in CeO<sub>2</sub>/La<sub>0.8</sub>Ba<sub>0.2</sub>MnO<sub>3</sub> Oxygen Reservoir Junction.
  europepmc 2025 置信度 0.80
• Evolving spiking neural networks: the role of neuron models and encoding schemes in neuromorphic learning.
  europepmc 2026 置信度 0.80
• Memristor-Based Spiking Neuromorphic Systems Toward Brain-Inspired Perception and Computing.
  Threshold-switching memristors (TSMs) are emerging as key enablers for hardware spiking neural networks, offering intrinsic spiking dynamics, sub-pJ energy consumption, and nanoscale footprints ideal for brain-inspired computing at the edge. This review provid…
  europepmc Xiangjing Wang, Yixin Zhu, Zili Zhou, Xin Chen 等 2025 置信度 0.80
• Interface effect based nano-scale TiO_<i>X</i>vertical synapse device for high-density integration in neuromorphic computing system.
  europepmc 2025 置信度 0.80
• More-than-Moore Approaches Implemented Using van der Waals Heterostructures.
  europepmc 2025 置信度 0.80
• Wafer-scale fabrication of memristive passive crossbar circuits for brain-scale neuromorphic computing.
  europepmc Sanghyeon Choi, Sai Sukruth Bezugam, Tinish Bhattacharya, Dongseok Kwon 等 2025 置信度 0.80
• Fluorinated Self-Assembled Monolayer Ion Receptors for Retentive Analog Synaptic Behavior.
  europepmc 2025 置信度 0.80
• SSEL: spike-based structural entropic learning for spiking graph neural networks.
  europepmc 2025 置信度 0.80
• Artificial Synaptic Properties in Oxygen-Based Electrochemical Random-Access Memory with CeO&lt;sub&gt;2&lt;/sub&gt; Nanoparticle Assembly as Gate Insulator for Neuromorphic Computing.
  europepmc 2025 置信度 0.80
• Editorial: From theory to practice: the latest developments in neuromorphic computing applications.
  europepmc 2024 置信度 0.80
• The Cart-Pole Application as a Benchmark for Neuromorphic Computing
  europepmc 2024 置信度 0.80
• Neuromorphic Photonic On-chip Computing
  Drawing inspiration from biological brain&#039;s energy-efficient information-processing mechanisms, photonic integrated circuits (PIC) have facilitated the development of ultrafast artificial neural networks. This in turn is envisaged to offer potential solut…
  preprints 2024 置信度 0.74
• A Neuromorphic System Based on Spiking-Timing Dependent Plasticity for Evaluating Wakefulness and Anesthesia States using Intracranial EEG Signals
  preprints 2024 置信度 0.74
• DarwinSync: An Adaptive Time Step Execution Framework for Large-Scale Neuromorphic Systems
  preprints 2024 置信度 0.74
• State of the Art in Parallel and Distributed Systems: Emerging Trends and Challenges
  preprints 2024 置信度 0.74
• Piezoelectric neuron for neuromorphic computing
  Neuromorphic computing has attracted great attention for its massive parallelism and high energy efficiency. As the fundamental components of neuromorphic computing systems, artificial neurons play a key role in information processing. However, the development…
  europepmc Wenjie Li, Shan Tan, Zhen Fan, Zhiwei Chen 等 2024 置信度 0.80
• Robust analogue neuromorphic hardware networks using intrinsic physics-adaptive learning
  preprints 2024 置信度 0.74
• Survey of Deep Learning Accelerators for Edge and Emerging Computing
  preprints 2024 置信度 0.74
• Design of Memristor Based Modified Synapse Circuit for Low-Power Neuromorphic Computing
  Abstract It is high time that brain-inspired or neuromorphic computing must have enough concentration to grow and overcome the computational barrier, which will mimic the biological neuron cell, and its computational abilities will be applied from the neurosci…
  preprints 2024 置信度 0.74
• Noise-Aware Training of Neuromorphic Dynamic Device Networks
  preprints 2024 置信度 0.74
• Piezoelectric neuron for neuromorphic computing
  Abstract Neuromorphic computing has attracted great attention for its massive parallelism and high energy efficiency. As the fundamental components of neuromorphic computing systems, artificial neurons play a key role in information processing. However, the de…
  europepmc Zhen Fan, Wenjie Li, Tan Shan, Zhiwei Chen 等 2024 置信度 0.80
• Application of Event Cameras and Neuromorphic Computing to VSLAM: A Survey
  Simultaneous Localization and Mapping (SLAM) is a crucial function for most autonomous systems, allowing them to both navigate through and create maps of unfamiliar surroundings. Traditional Visual SLAM, also commonly known as VSLAM, relies on frame-based came…
  preprints 2024 置信度 0.74
• Event Driven Neural Network on a Mixed Signal Neuromorphic Processor for EEG Based Epileptic Seizure Detection
  preprints 2024 置信度 0.74
• Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective
  Artificial intelligence (AI) systems of autonomous systems such as drones, robots and self-driving cars may consume up to 50% of total power available onboard, thereby limiting the vehicle’s range of functions and considerably reducing the distance the vehicle…
  preprints 2024 置信度 0.74
• Negative Photo Conductivity Triggered with Visible Light in Wide Bandgap Oxide-Based Optoelectronic Crossbar Memristive Array for Photograph Sensing and Neuromorphic Computing Applications
  Abstract Photoresponsivity studies of wide-bandgap oxide-based devices have emerged as a vibrant and popular research area. Researchers have explored various material systems in their quest to develop devices capable of responding to illumination. In this stud…
  preprints Dayanand Kumar, Hanrui Li, Amit Singh, Manoj Kumar Rajbhar 等 2024 置信度 0.74
• Simple Dynamic Visualization of Memristor-Based Synaptic Plasticity in a Simulated Neural Network
  This article presents a novel computational approach to visualizing memristor dynamics within a simulated neural network. Memristors, known for their ability to emulate synaptic plasticity due to their variable resistance characteristics, are key components in…
  europepmc 2024 置信度 0.80
• BrainScale, Enabling Scalable Online Learning in Spiking Neural Networks
  preprints 2024 置信度 0.74
• Online Epileptic Seizure Detection in Long-term iEEG Recordings Using Mixed-signal Neuromorphic Circuits
  preprints 2024 置信度 0.74
• Edge of Chaos Kernel and dynamic analysis of Hopfield neural network with locally-active memristor
  europepmc 2024 置信度 0.80
• Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
  preprints 2024 置信度 0.74
• Gate tunable MoS2 memristive neuron for early fusion multimodal spiking neural network
  europepmc 2024 置信度 0.80
• Amyloid, a Jekyll and Hyde Molecule Inducing Neuronal Decline and Cognitive Dysfunction is Also a Unique Molecular Template used in Nano-electronics, Light Capture Photovoltaics, and Biosensors in Neuromorphic Computing.
  Amyloid self-assembled from amyloid peptides βΑ40 or βΑ42 is notorious for its neurotoxic effects in plaque and neurofibrillary tangle formations leading to neuron dysfunction and diseases of cognitive decline (e.g. Alzheimer’s, Parkinson’s and Huntington&amp;…
  preprints James Melrose, Margaret M Smith 2024 置信度 0.74
• Analog Implementation of a Spiking Neuron with Memristive Synapses for Deep Learning Processing
  Analog neuromorphic prototyping is crucial for creating spiking neuron models that use memristive devices as synapses to design integrated circuits that leverage on-chip parallel deep neural networks. These models mimic how biological neurons in the brain comm…
  preprints 2024 置信度 0.74
• Detection of Pipeline Leaks using BiopiezoelectricEnergy Harvesting Sensors via RecurrenceQuantification and Neuromorphic Computing
  preprints 2024 置信度 0.74
• Linear, symmetric, self-selecting 14-bit molecular memristors
  preprints 2024 置信度 0.74
• Reduced-order adaptive synchronization in a chaotic neural network with parameter mismatch: A dynamical system vs. machine learning approach
  preprints 2024 置信度 0.74
• Multilayer Ferromagnetic Spintronic Devices for Neuromorphic Computing Applications
  preprints 2024 置信度 0.74
• Tunable Anti-Ambipolar Vertical Bilayer Organic Electrochemical Transistor enable Neuromorphic Retinal Pathway
  preprints 2024 置信度 0.74
• Compact artificial neurons with time-to-first-spike coding for fast and energy-efficient federated neuromorphic computing
  Abstract Federated learning combined with Spiking Neural Networks (SNNs) provides a reliable and lightweight solution for privacy and energy constraints in billions of edge devices. However, the current rate-coding in SNNs has high latency and leads to increas…
  preprints Rui Yang, Zhiyuan Li, Jiaping Yao, Beining Zhang 等 2024 置信度 0.74
• Dual-Role Ion Dynamics in Ferroionic CuInP2S6: Insights into the Transition and Boundary from Ferroelectric to Ionic Switching Mechanisms
  preprints 2024 置信度 0.74
• Exploring the Programmability of Autocatalytic Chemical Reaction Networks
  preprints 2024 置信度 0.74
• Neural Heterogeneity Enhances Reliable Neural information Processing: Local Sensitivity and Globally Input-slaved Transient Dynamics
  preprints 2024 置信度 0.74
• On-chip graphene photodetectors with a nonvolatile p−i−n homojunction
  preprints 2024 置信度 0.74
• Multiple sliding ferroelectricity of rhombohedral-stacked InSe for reconfigurable photovoltaics and imaging applications
  preprints 2024 置信度 0.74
• Reconfigurable Two-dimensional Floating Gate Field-effect Transistors for Highly Integrated In-memory Computing
  preprints 2024 置信度 0.74
• Experimental realisation of a universal inverse-design magnonic device
  preprints 2024 置信度 0.74
• Pattern recognition using spiking antiferromagnetic neurons
  Abstract Spintronic devices offer a promising avenue for the development of nanoscale, energy-efficient artificial neurons for neuromorphic computing. It has previously been shown that with antiferromagnetic (AFM) oscillators, ultra-fast spiking artificial neu…
  preprints 2024 置信度 0.74
• Flat band, tunable chiral anomaly and pitchfork bifurcation in a honeycomb lattice
  preprints 2024 置信度 0.74
• Flexible Self-rectifying Synapse Array for Energy-efficient Edge Multiplication in Electrocardiogram Diagnosis
  preprints 2024 置信度 0.74
• Enabling Efficient On-Edge Spiking Neural Network Acceleration with Highly Flexible FPGA Architectures
  europepmc 2024 置信度 0.80
• Anomalous Gate-tunable Capacitance in Graphene Moiré Heterostructures
  preprints 2024 置信度 0.74
• Spintronic Memtransistor Leaky Integrate and Fire Neuron for Spiking Neural Networks
  Abstract Spintronic devices, -based on the domain walls and skyrmions, Spintronic devices have shown significant potential for applications in energy-efficient data storage and beyond CMOS computing architectures. Based on the magnetic multilayer spintronic de…
  preprints Aijaz Lone, Meng Tang, Daniel Norouzzadeh Rahimi, xuecui zou 等 2024 置信度 0.74
• Metal Oxide Resistive Memory Modeling with Physical Current Equation
  preprints 2024 置信度 0.74
• Prediction of Hippocampal Signals in Mice Using a Deep Learning Approach for Neurohybrid Technology Applications
  preprints 2024 置信度 0.74
• Actor-Critic Networks with Analogue Memristors Mimicking Reward-Based Learning
  preprints 2024 置信度 0.74
• Artificial Neuron Based on the Bloch-Point Domain Wall in Ferromagnetic Nanowires
  preprints 2024 置信度 0.74
• Pressure-Tuned Ideal P-Type Schottky Contacts
  preprints 2024 置信度 0.74
• Type-printable photodetector arrays for multichannel meta-infrared imaging
  preprints 2024 置信度 0.74
• All-magnonic repeater based on bistability
  preprints 2024 置信度 0.74
• Competitive interactions shape brain dynamics and computation across species
  Adaptive cognition relies on cooperation across anatomically distributed brain circuits. However, specialised neural systems are also in constant competition for limited processing resources. How does the brain's network architecture enable it to balance these…
  preprints 2024 置信度 0.74
• Ultrabroadband Integrated Electro-Optic Frequency Comb in Lithium Tantalate
  preprints 2024 置信度 0.74
• AlGaN/AlN heterostructures: an emerging platform for nonlinear integrated photonics
  preprints 2024 置信度 0.74
• A neuronal least-action principle for real-time learning in cortical circuits
  preprints 2023 置信度 0.74
• Classification of Moderate and Advanced Dementia Patients Using Gradient Boosting Machine Technique
  In the twenty-first century, caring for persons with Dementia's has become extremely difficult due to the prevalence of dementia cases. Using data from the OASIS (Open Access Series of Imaging Studies) program provided by the University of Washington Dementia'…
  crossref Swathi Gowroju, Shilpa Choudhary, Arpit Jain, R. Srilakshmi 2024-11-29T15:16:27Z 置信度 0.70
• A CNFET-Based Full-Swing Reconfigurable Spiking Neuron for Ultra-Efficient Neuromorphic Computing
  crossref Prasanna Kawatkar, Kasem Khalil, Magdy Bayoumi 2025-11-25T18:26:55Z 置信度 0.70
• Author response for "Maximizing information in neuron populations for neuromorphic spike encoding"
  crossref Ahmad El Ferdaoussi, Éric Plourde, Jean Rouat 2025-01-11T16:33:42Z 置信度 0.70
• Perturbation-Based Nonlinearity Analysis of Spin Waves in Application to Neuromorphic Computing
  crossref J. Chen, Y. Song, A. Hirose 2026-02-26T20:42:16Z 置信度 0.70
• Neuromorphic is dead. Long live neuromorphic.
  crossref Giacomo Indiveri 2025-10-04T00:49:53Z 置信度 0.70
• Enhanced Intermediate Polarization: A Platform for Neuromorphic and Logic-in-Memory Computing
  crossref Heng XIANG, Yi Tong, Kah-Wee Ang 2025-10-16T05:08:46Z 置信度 0.70
• Synaptic Capacitance Modulation in MOS Capacitors via Lateral Coupling Effect for Neuromorphic Computing
  Recently, capacitive memory devices, such as MFM capacitors [1], FeFETs [2], and SONOS capacitors [3], have been explored for capacitive crossbar arrays in compute-in-memory (CIM) applications. Compared to memristors, capacitors reduce static energy costs and …
  crossref Chi-Yi Kao, Jenn-Gwo Hwu 2025-07-21T07:38:57Z 置信度 0.70
• Electrolyte Gated Transistors for Brain Inspired Neuromorphic Computing and Perception Applications: A Review
  Emerging neuromorphic computing offers a promising and energy-efficient approach to developing advanced intelligent systems by mimicking the information processing modes of the human brain. Moreover, inspired by the high parallelism, fault tolerance, adaptabil…
  europepmc Weisheng Wang, Liqiang Zhu 2025 置信度 0.80
• Power-Aware Task-Based Learning of Neuromorphic ADCs
  crossref Tal Vol, Loai Danial, Nir Shlezinger 2024-03-18T18:56:31Z 置信度 0.70
• Memristive Synapses as Building Blocks of Neuromorphic Artificial Intelligence (AI) Hardware
  crossref Fatih Gül 2024-10-16T13:50:55Z 置信度 0.70
• Defect-engineered monolayer MoS2 with enhanced memristive and synaptic functionality for neuromorphic computing
  crossref Manisha Rajput, Sameer Kumar Mallik, Sagnik Chatterjee, Ashutosh Shukla 等 2024-09-16T11:02:32Z 置信度 0.70
• Continuous Learning for Real-Time Auditory Blind Source Separation Applications
  crossref Erika Schmitt, Sanchit Gupta, Patrick Abbs 2024-12-02T18:37:03Z 置信度 0.70
• Conclusion
  crossref Ziad El-Khatib, Sherif Moussa 2025-01-15T07:23:05Z 置信度 0.70