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TaOx-/TiO2-Based Synaptic Devices

2017
The 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
openaire   +1 more source

Pr0.7Ca0.3MnO3 (PCMO)-Based Synaptic Devices

2017
On 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
openaire   +1 more source

Synaptic devices based on semiconductor nanocrystals

Frontiers of Information Technology & Electronic Engineering, 2022
Mingxuan Bu   +6 more
openaire   +1 more source

Technological Benchmark of Analog Synaptic Devices for Neuroinspired Architectures

IEEE Design & Test, 2019
Editor’s note: In this article, the authors present a circuit-level macro model (“NeuroSim” simulator) to estimate circuit-level performance of neuroinspired architectures to facilitate design space exploration. The model is used to analyze the impact of analog synapse device characteristics on the performance of a two-layer multi-layer perceptron (MLP)
Pai-Yu Chen, Shimeng Yu
openaire   +1 more source

Neuromorphic Hardware Based on Artificial Synaptic Devices

2022 19th International SoC Design Conference (ISOCC), 2022
J. Li, C. Zhao, K. Man
openaire   +1 more source

Artificial Funnel Nanochannel Device Emulates Synaptic Behavior

Nano Letters
Creating 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
openaire   +2 more sources

2D Material Based Synaptic Devices for Neuromorphic Computing

Advanced Functional Materials, 2021
Chao Zhu, , Chao Zhu
exaly  

Nanowires for UV–vis–IR Optoelectronic Synaptic Devices

Advanced Functional Materials, 2023
Ye Zhou
exaly  

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