-
crossref
Vasudev S Mallan, Aidana Irmanova, Alex P James
2025-09-17T17:29:26Z
置信度 0.70
-
crossref
Xiaofang Hu, Leimin Wang
2021-11-29T20:59:32Z
置信度 0.70
-
Abstract The role of pre-synaptic DC bias is investigated in three-terminal organic neuromorphic architectures based on electrolyte-gated organic transistors—EGOTs. By means of pre-synaptic offset it is possible to finely control the number of discrete conduct…
crossref
Federico Rondelli, Anna De Salvo, Gioacchino Calandra Sebastianella, Mauro Murgia 等
2023-01-16T22:31:38Z
置信度 0.70
-
crossref
Elisa Vianello, Filippo Moro, Tifenn Hirtzlin, Emmanuel Hardy 等
2022-03-30T08:35:25Z
置信度 0.70
-
The human brain integrates and processes information to perform complex cognitive tasks within approximately 20 watts of power. Today’s fastest supercomputer is unable to deliver the power requirements and the number of operations at the same energy levels. In…
crossref
Durgamadhab Misra
2023-03-31T12:46:17Z
置信度 0.70
-
Abstract This work presents a novel spiking neural network (SNN) decoding method, combining SNNs with hyperdimensional computing (HDC). This decoding method is designed to achieve high accuracy, high noise robustness, low inference latency and low energy consu…
crossref
Cedrick Kinavuidi, Luca Peres, Oliver Rhodes
2026-03-19T09:50:36Z
置信度 0.70
-
crossref
Sanaz Mahmoodi Takaghaj
2025-09-25T17:52:35Z
置信度 0.70
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Artificial synapses capable of analog memory and adaptive learning are key components for neuromorphic computing systems. To emulate biological synaptic functions effectively, artificial devices must exhibit gradual conductance modulation, linear responses to …
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
ABSTRACT In the evolving field of artificial intelligence (AI), two notable trends are emerging: the rapid growth of large AI model sizes and the surge of vast amounts of data. Moore's law emphasizes the need for alternative computing paradigms to meet the ris…
europepmc
Shuvaraj Ghosh, Ki‐bum Lee, Junghyeon Lee, Seunghee Cho 等
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
Asymmetry has emerged as a critical design strategy for implementing essential neuromorphic functionalities, such as directional signal propagation, programmable plasticity, and bio-inspired dynamics. This principle involves deliberately breaking symmetry at v…
europepmc
2026
置信度 0.80
-
With the advancement of artificial intelligence, the emulation of biological neural processes through neuromorphic computing has gained significant attention. Artificial optoelectronic synapses have emerged as promising components for neuromorphic computing du…
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
The rapid growth of artificial intelligence, ubiquitous sensing, and edge computing is exposing fundamental limitations of conventional von Neumann architectures, in which the physical separation of sensing, memory, and computation leads to excessive data move…
europepmc
2026
置信度 0.80
-
Hafnium-based ferroelectric (Hf-FEs) materials overcome the limitations of perovskite ferroelectric materials. Owing to their compatibility with the complementary metal-oxide-semiconductor process and high scalability, Hf-FEs devices have driven the developmen…
europepmc
2026
置信度 0.80
-
As intelligent electronics become increasingly integrated into daily life, health care, virtual interaction, and assistive systems, human-machine interfaces (HMIs) require sensing platforms that are not only wearable and self-powered but also capable of transl…
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
The convergence of Sixth-Generation (6G) wireless networks and neuromorphic computing presents significant opportunities for intelligent, energy-efficient resource management in distributed architectures. This paper introduces Neuro6G-Agent, a hierarchical neu…
europepmc
2026
置信度 0.80
-
Neuromorphic computing─which mimics biological synaptic functions─has garnered significant attention as a promising candidate for overcoming the limitations of conventional von Neumann computing. Various synaptic devices exhibiting short- and long-term plastic…
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
As researchers seek to employ neuromorphic computing to overcome the limitations of conventional von Neumann architecture, mimicking the biological properties of neural systems has become increasingly critical. In tripartite synapses, astrocytes modulate synap…
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
The human brain performs complex, high-dimensional (HD) computations, such as causal reasoning, counterfactual thinking, and abstraction, with ~10 11 neurons while consuming ~20 watts of power. Neuromorphic computing seeks similar efficiency, but current devic…
europepmc
2026
置信度 0.80
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europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
Neuromorphic computing, a highly promising computational architecture, has provided an efficient solution to overcome the limitations of storage-compute separation and scaling constraints. The key to implementing this architecture lies in the development of ar…
europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
Neuromorphic vision systems demand highly efficient optical signal acquisition and adaptable, energy-aware learning capabilities. Optical synaptic transistors have emerged as promising components for in-sensor computing by directly responding to visual stimuli…
europepmc
2026
置信度 0.80
-
The long-standing von Neumann architecture, while foundational to modern computing, intrinsically suffers from data-transfer inefficiency, which imposes severe limits on speed and energy efficiency in artificial intelligence, machine learning, and real-time da…
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
Abstract The rapid expansion of artificial intelligence has led to significant challenges in energy consumption and computational efficiency. To address these issues, the exploration and development of all-optical controlled (AOC) synaptic devices represents a…
europepmc
Dunan Hu, Ruqi Yang, Zhizhen Ye, Jianguo Lu
2026
置信度 0.80
-
Neuromorphic computing, which emulates the energy-efficient processing of the human brain, has emerged as a key technology for next-generation artificial intelligence. Integrating sensitivity to circularly polarized light (CPL) provides an additional degree of…
europepmc
2026
置信度 0.80
-
As conventional computing architectures face fundamental physical limitations and the von Neumann bottleneck constrains computational efficiency, neuromorphic systems have emerged as a promising paradigm for next-generation information processing. Memristive n…
europepmc
2025
置信度 0.80
-
Artificial intelligence systems, and large language models (LLMs) in particular, have become almost ubiquitous.The implications are many.Among them: serious concerns about massive amounts of energy usage.The initial training of GPT-3 required as much energy as…
europepmc
Stephen Ornes
2025
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
Single memristive nanowire networks have emerged as a promising pathway for energy-efficient neuromorphic computing, owing to their intrinsic nonlinearity, high dimensionality, fading memory and volatile switching dynamics relevant to physical reservoir comput…
europepmc
2026
置信度 0.80
-
Although cognitive robotics is still a work in progress, the trend is to "free" robots from the assembly lines of the third industrial revolution and allow them to "enter human society" in large numbers and many forms, as forecasted by Industry 4.0 and beyond.…
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2025
置信度 0.80
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europepmc
2026
置信度 0.80
-
Stretchable synaptic transistors are promising candidates for brain-inspired neuromorphic systems in soft robotics and wearable electronics, where temperature perception and low-power operation are critical for biological fidelity and energy efficiency. Howeve…
europepmc
Dingzhou Cui, Zhiyuan Zhao, Fugu Tian, Qi Zheng 等
2025
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
Amirreza Yousefzadeh, Alberto Patiño-Saucedo, Guido De Croon, Manolis Sifalakis
2025
置信度 0.80
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europepmc
2026
置信度 0.80
-
In order to achieve ultra-secure, adaptive, and low-power intelligence for distributed IoT environments, this paper presents a next-generation neuromorphic edge architecture that combines quantum-dot nanomaterials with spiking neural computation. Because of th…
europepmc
Pushkar Sharma, Ashwini Mali, Payal Panigrahi, Sandhyarani Dora 等
2025
置信度 0.80
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Rare-earth-based materials are attracting growing interest for neuromorphic devices due to their unique electronic structures, defect engineering capabilities, and high ionic mobility, which enable energy-efficient and highly controllable memristive switching …
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
Cells have evolved to sense a wide range of input combinations and integrate those signals through signaling pathways to produce context-specific responses, such as differentiation, cell-type specification, and patterning. To replicate this information-process…
europepmc
2025
置信度 0.80
-
The evolution of high-performance computing (HPC) interconnects has produced specialized fabrics such as InfiniBand[1], Intel Omni-Path, and NVIDIA NVLink[2], each optimized for distinct workloads. However, the increasing convergence of HPC, AI/ML, quantum, an…
europepmc
Krishna Bajpai
2025
置信度 0.80
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europepmc
2025
置信度 0.80
-
The intuitive idea of self-organisation in complex dynamical systems is that global patterns and structures emerge from locally interacting elements like atoms in laser beams, molecules in chemical reactions, proteins in cells, cells in organs, neurons in brai…
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
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europepmc
2025
置信度 0.80
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europepmc
2025
置信度 0.80
-
Traditional gas sensing systems are facing efficiency challenges due to physically separated von Neumann architectures, making the construction of in-sensor computing neuromorphic olfactory systems urgently needed for low-power and low-latency scenarios. In th…
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
The development of semiconductor-based electronic devices has significantly advanced sensor-based data acquisition and processor-driven data analysis. However, conventional complementary metal-oxide-semiconductor technologies are now facing fundamental limitat…
europepmc
2025
置信度 0.80
-
Abstract Neuromorphic computing, inspired by biological nervous systems, yields high energy efficiency and data throughput by integrating computation and storage within memory crossbar arrays. A key requirement for neuromorphic hardware is an artificial neuron…
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
Neuromorphic computing, an emerging computational paradigm, aims to overcome the bottlenecks of the traditional von Neumann architecture. Two-dimensional materials serve as ideal platforms for constructing artificial synaptic devices, yet existing devices base…
europepmc
Qinghui Wang, Jiayong Wang, Manjun Lu, Tieying Ma 等
2025
置信度 0.80
Neuromorphic engineeringMaterials scienceComputer scienceHeterojunctionOptoelectronics
-
Memtransistors using low-dimensional semiconductors represent a promising gate-tunable heterosynaptic architecture for neuromorphic computing. However, active layers of these devices have not yet been artificially designed or controlled. In this study, gate-pu…
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
-
Optoelectronic neuromorphic devices capable of perceiving and memorizing light signals are essential for constructing artificial vision systems. While oxide-semiconductor-based optoelectronic devices are valued for their stable performance and mature fabricati…
europepmc
2025
置信度 0.80
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europepmc
2026
置信度 0.80
-
Precision agriculture demands accurate, real-time environmental monitoring, conventional soil moisture sensors face critical issues such as long-term drift, high energy consumption, and limited adaptability to dynamic environmental changes. These limitations o…
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
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europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
Abstract Neuromorphic computing requires materials that integrate adaptive functionalities with scalable, cost-effective fabrication. Halide perovskites offer exceptional optoelectronic performance, but single-crystal growth is prohibitively costly and limits …
europepmc
Gang Liu, Shu Zhou, Lue Zhou, Shuyao Han 等
2025
置信度 0.80
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europepmc
2026
置信度 0.80
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europepmc
2025
置信度 0.80
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europepmc
2025
置信度 0.80
-
In the human brain, dendrites exhibit nonlinear integration and sparse parallel processing capabilities, which can effectively perform visual tasks by integrating only a small subset of neuronal signals and play a crucial role in high-level information inferen…
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
Due to the high energy and processing efficiencies, brain-inspired optoelectronic synaptic systems provide a promising solution for next-generation artificial vision computing. However, synapses based on single oxides face the challenge of high-power consumpti…
europepmc
2025
置信度 0.80
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europepmc
2025
置信度 0.80
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europepmc
2025
置信度 0.80
-
Neuromorphic computing demands energy-efficient and biologically plausible devices to emulate neural dynamics and sensory processing. This study explores the development and application of a chitosan-doped ZnO memristor for neuromorphic computing, focusing on …
europepmc
Yanmei Sun, Rui Liu, Zekai Zhang
2025
置信度 0.80
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europepmc
2026
置信度 0.80