Advancing Flexible Optoelectronic Synapses and Neurons with MXene-Integrated Polymeric Platforms [PDF]
NanomaterialsNeuromorphic computing, inspired by the human brain’s architecture, offers a transformative approach to overcoming the limitations of traditional von Neumann systems by enabling highly parallel, energy-efficient information processing.
Hongsheng Xu, Xiangyu Zeng, Akeel Qadir
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Ferroelectric-Based Optoelectronic Synapses for Visual Perception: From Materials to Systems [PDF]
NanomaterialsMore than 70% of the information humans acquire from the external environment is derived through the visual system, where photosensitive function plays a pivotal role in the biological perception system.
Yuqing Hu +3 more
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Polarity-tunable dye-sensitized optoelectronic artificial synapses for physical reservoir computing-based machine vision [PDF]
Scientific ReportsConventional machine vision systems process huge time-series data per second, presenting significant challenges for edge-device applications due to limitations in data transfer and storage.
Hiroaki Komatsu +2 more
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Neuromorphic Computing of Optoelectronic Artificial BFCO/AZO Heterostructure Memristors Synapses
NanomaterialsCompared with purely electrical neuromorphic devices, those stimulated by optical signals have gained increasing attention due to their realistic sensory simulation.
Zhao-Yuan Fan +7 more
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ZnO Quantum Dots@CsPbBr3 Poly‐Heterocrystalline Film Enables High‐Performance Floating‐Gate Transistor Arrays for Edge Computing [PDF]
Advanced ScienceNonvolatile optoelectronic synapses motivated by the human eye can effectively function as convolutional kernels to preprocess images, demonstrating significant promise for edge computing.
Jiajun Xu +9 more
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APL Machine LearningThe co-location of memory and processing is a core principle of neuromorphic computing. A local memory device for synaptic weight storage has long been recognized as an enabling element for large-scale, high-performance neuromorphic hardware.
Bryce A. Primavera +4 more
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Recent Advancements and Perspectives of Low-Dimensional Halide Perovskites for Visual Perception and Optoelectronic Applications [PDF]
Nano-Micro LettersHighlights This review uniquely bridges the relationship between 0D, 1D, and 2D structural motifs of halide perovskites and their distinct optoelectronic properties; such as photoluminescence, charge transport, and excitonic behavior and how these impact
Humaira Rafique +7 more
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Graphene–oxide interface for optoelectronic synapse application
Scientific Reports, 2022 AbstractOptoelectronic synapses combine the functionalities of a non-volatile memory and photodetection in the same device, paving the path for the realization of artificial retina systems which can capture, pre-process, and identify images on the same platform.
Ricardo Martinez-Martinez +3 more
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Advanced Intelligent Systems, 2021 Neuromorphic electronics draw attention as innovative approaches that facilitate hardware implementation of next‐generation artificial intelligent system including neuromorphic in‐memory computing, artificial sensory perception, and humanoid robotics ...
Sung Woon Cho +3 more
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Stretchable organic optoelectronic sensorimotor synapse [PDF]
Science Advances, 2018 We developed a stretchable organic optoelectronic sensorimotor synapse to mimic a biological optical sensory nervous system.
Yeongjun Lee +11 more
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