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Neuromorphic semiconductor memory
2015 International 3D Systems Integration Conference (3DIC), 2015Microprocessors designed with von Neumann architecture are hitting the power and performance limits as silicon CMOS continues to scale the critical dimensions of the circuit components towards single digit nanometer size limit. Multi-core processor, parallel processing without increasing operating frequency of the cores, was introduced in the early ...
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Nanomaterials for Flexible Neuromorphics
Chemical ReviewsThe quest to imbue machines with intelligence akin to that of humans, through the development of adaptable neuromorphic devices and the creation of artificial neural systems, has long stood as a pivotal goal in both scientific inquiry and industrial advancement.
Guanglong Ding +9 more
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Photonics for Neuromorphic Computing
2018 European Conference on Optical Communication (ECOC), 2018An emerging field at the nexus of photonics/neuroscience, neuromorphic photonics combines the advantages of optics/electronics. In this tutorial, we will look at challenges of photonic information processing, describe photonic neural-network approaches, and offer a glimpse at this field's future.
Paul R. Prucnal +5 more
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Neuromorphic reservoir computing
Chaos: An Interdisciplinary Journal of Nonlinear ScienceReservoir computing has emerged as a promising machine-learning approach to prediction and control of complex nonlinear dynamical systems, rendering it important to explore schemes of physical realization. We articulate two frameworks of physical reservoir computing based on the electrophysiological mechanisms in mammalian neuronal networks.
Shirin Panahi +3 more
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Neuromorphic sensory computing
Science China Information Sciences, 2021Tianqing Wan +4 more
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Advanced Optoelectronic Devices for Neuromorphic Analog Based on Low‐Dimensional Semiconductors
Advanced Functional Materials, 2023Duanyang Liu +2 more
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Reconfigurable Neuromorphic Computing: Materials, Devices, and Integration
Advanced Materials, 2023Minyi Xu, Xinchuan Du, Yi Cui
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Bioinspired interactive neuromorphic devices
Materials Today, 2022Jinran Yu, Shanshan Qin, Guoyun Gao
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