2D-materials-based optoelectronic synapses for neuromorphic applications
eScience, 2023 Optoelectronic artificial synapses (OEASs) are essential for realizing artificial neural networks (ANNs) in next-generation information processing that has high transmission speed, high bandwidth, and low power consumption. Two-dimensional (2D) materials
Jiaxin Chen, Wentao Xu
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Organic core-sheath nanowire artificial synapses with femtojoule energy consumption. [PDF]
Sci Adv, 2016 Emulation of biological synapses is an important step toward construction of large-scale brain-inspired electronics. Despite remarkable progress in emulating synaptic functions, current synaptic devices still consume energy that is orders of magnitude ...
Xu W, Min SY, Hwang H, Lee TW.
europepmc +3 more sources
Rectifying Resistive Memory Devices as Dynamic Complementary Artificial Synapses [PDF]
Frontiers in Neuroscience, 2018 Brain inspired computing is a pioneering computational method gaining momentum in recent years. Within this scheme, artificial neural networks are implemented using two main approaches: software algorithms and designated hardware architectures.
Dan Berco
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An Analogue Memristor Based on Conjugated Porous Polymer Composite for Artificial Synapse [PDF]
ExplorationArtificial synapses have emerged as a pivotal technological advancement in mimicking brain functions. Organic memristors are desirable for hardware implementation of artificial synapses, owing to their remarkable mechanical flexibility, high ...
Haotian Hao +12 more
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Hydrogel‐Based Artificial Synapses for Sustainable Neuromorphic Electronics
Advanced MaterialsAbstractHydrogels find widespread applications in biomedicine because of their outstanding biocompatibility, biodegradability, and tunable material properties. Hydrogels can be chemically functionalized or reinforced to respond to physical or chemical stimulation, which opens up new possibilities in the emerging field of intelligent bioelectronics ...
Yan, Jiongyi +3 more
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Organic Phototransistor Photonic Synapses for Artificial Vision [PDF]
Nano-Micro LettersHighlights The latest progress in neuromorphic artificial synapses based on organic phototransistors is reviewed from three aspects: functional semiconductor materials, operating behaviors, and frontier applications/advancements.
Feng Ding +3 more
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Artificial Intelligence Meets Flexible Sensors: Emerging Smart Flexible Sensing Systems Driven by Machine Learning and Artificial Synapses. [PDF]
Nanomicro Lett, 2023 Sun T +10 more
europepmc +2 more sources
Two-Terminal Lithium-Mediated Artificial Synapses with Enhanced Weight Modulation for Feasible Hardware Neural Networks. [PDF]
Nanomicro Lett, 2023 Baek JH +9 more
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Artificial Synapses: Organometal Halide Perovskite Artificial Synapses (Adv. Mater. 28/2016) [PDF]
Advanced Materials, 2016 A synapse-emulating electronic device based on organometal halide perovskite thin films is described by T.-W. Lee and co-workers on page 5916. The device successfully emulates important characteristics of a biological synapse. This work extends the application of organometal halide perovskites to bioinspired electronic devices, and contributes to the ...
Wentao, Xu +6 more
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Advanced Intelligent Systems, 2022 Flexible artificial synapses, which use flexible electronic devices to simulate biological synapses, are the cornerstone of brain‐like computers and artificial intelligence systems.
Xiangxiang Li +5 more
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