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Synaptic electronics: materials, devices and applications
Nanotechnology, 2013In this paper, the recent progress of synaptic electronics is reviewed. The basics of biological synaptic plasticity and learning are described. The material properties and electrical switching characteristics of a variety of synaptic devices are discussed, with a focus on the use of synaptic devices for neuromorphic or brain-inspired computing ...
Duygu, Kuzum +2 more
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Emulating Bilingual Synaptic Response Using a Junction-Based Artificial Synaptic Device
ACS Nano, 2017Excitatory and inhibitory postsynaptic potentials are the two fundamental categories of synaptic responses underlying the diverse functionalities of the mammalian nervous system. Recent advances in neuroscience have revealed the co-release of both glutamate and GABA neurotransmitters from a single axon terminal in neurons at the ventral tegmental area ...
He Tian +12 more
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Synaptic Metaplasticity Realized in Oxide Memristive Devices
Advanced Materials, 2015Metaplasticity, a higher order of synaptic plasticity, as well as a key issue in neuroscience, is realized with artificial synapses based on a WO3 thin film, and the activity-dependent metaplastic responses of the artificial synapses, such as spike-timing-dependent plasticity, are systematically investigated.
Zheng-Hua, Tan +5 more
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TaOx-/TiO2-Based Synaptic Devices
2017The development of a high-density, low-power, and reliable synaptic device is essential in the implementation of highly anticipated hardware neural networks. Hence, numerous studies have investigated suitable two-terminal synaptic devices that precisely mimic biological synaptic features.
I-Ting Wang, Tuo-Hung Hou
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Pr0.7Ca0.3MnO3 (PCMO)-Based Synaptic Devices
2017On the basis of its operation mechanism, the RRAM can be briefly classified as filamentary type and interfacial type. Comparing to the interfacial-type RRAM, faster switching speed and higher scalability of the filamentary-type RRAM have been demonstrated for NVM applications.
Daeseok Lee, Hyunsang Hwang
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Chalcogenide-Based Artificial Intelligence Synaptic Device
2018 14th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), 2018In this work, we investigated sputtered undoped and N-doped Sb 2 Te 3 chalcogenide phase change films by x-ray diffraction and resistance measurements. The application to artificial intelligence synaptic device is presented as well. Mean crystal size decreased from 6.8 to 2.9 nm and thus crystal growth was significantly suppressed by fine nitrides due
You Yin, Ryoya Satoh, Keita Sawao
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Characterisation & modelling of perovskite-based synaptic memristor device
Microelectronics Reliability, 2020Abstract Neuromorphic computing architectures are required to execute several operations such as forgetting and learning behaviours with high-speed data processing. Due to the rapid advancement in technology, various transistor-based devices like field-effect transistor (FET), complementary metal-oxide-semiconductor (CMOS), etc.
Gupta, V +4 more
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Electroluminescent synaptic devices with logic functions
Nano Energy, 2018Abstract The incorporation of light into synaptic devices for neuromorphic computing with low energy consumption and high intelligence is greatly inspired by the development of optogenetics in neuroscience. However, the use of light as the outputs of synaptic devices has not been demonstrated yet, impeding the full optoelectronic integration of ...
Shuangyi Zhao +8 more
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Artificial Funnel Nanochannel Device Emulates Synaptic Behavior
Nano LettersCreating artificial synapses that can interact with biological neural systems is critical for developing advanced intelligent systems. However, there are still many difficulties, including device morphology and fluid selection. Based on Micro-Electro-Mechanical System technologies, we utilized two immiscible electrolytes to form a liquid/liquid ...
Peiyue Li +6 more
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Silicon-based Heterostructures for Optoelectronic Synaptic Devices
2023Silicon (Si) is one of the most important materials for very large-scale integration (VLSI) circuits, which has achieved great success in microelectronics. The advanced mature technology and the low cost of Si have attracted interest for exploring its use in optoelectronic synaptic devices. Si-based heterostructures with rationally designed energy-band
Yue Wang, Deren Yang, Xiaodong Pi
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