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Emerging Memristive Artificial Synapses and Neurons for Energy‐Efficient Neuromorphic Computing
Advances in Materials, 2020Memristors have recently attracted significant interest due to their applicability as promising building blocks of neuromorphic computing and electronic systems.
Sanghyeon Choi, Jehyeon Yang, Gunuk Wang
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Skyrmion-based artificial synapses for neuromorphic computing
Nature Electronics, 2019Magnetic skyrmions are topologically protected spin textures that have nanoscale dimensions and can be manipulated by an electric current. These properties make the structures potential information carriers in data storage, processing and transmission ...
K. Song +15 more
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Amperometric Detection of Exocytosis in an Artificial Synapse
Analytical Chemistry, 2003A liposome model of exocytosis has been used to examine the nanometer environment of the space between the electrode and the membrane. First, this has been used to test models of coulometric efficiency for different size vesicles with 5- and 33-microm electrodes.
Ann-Sofie, Cans +6 more
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Engineer neuromimetic artificial synapses.
Proceedings of the Neuromorphic Materials, Devices, Circuits and Systems, 2023claudia lubrano +3 more
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Multi-ReRAM Synapses for Artificial Neural Network Training
2019 IEEE International Symposium on Circuits and Systems (ISCAS), 2019Metal-oxide-based resistive memory devices (ReRAM) are being actively researched as synaptic elements of neuromorphic co-processors for training deep neural networks (DNNs). However, device-level non-idealities are posing significant challenges. In this work we present a multi-ReRAM-based synaptic architecture with a counter-based arbitration scheme ...
Boybat I. +10 more
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Transient Potentials Transmitted by an Artificial Electrochemical Synapse
MRS Proceedings, 1990AbstractExperiments have been made with a simple device consisting of two asymmetrically insulated electrodes separated by a thin electrolytic layer. This device has been found to exhibit a wide variety of transient potentials similar to those transmitted by biological synapses, thus suggesting the possibility of constructing a network of similar ...
T. Triffet, P. Calvert, T.W. Huntoon
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Synapse-MOS Artificial Neural Networks (SANNs)
1997In this chapter, we first discuss important aspects of our approach to neural-network implementation. This discussion includes a short review of topics introduced previously. Then, we will provide a summary of the guidelines derived here for neural-network-hardware implementation.
Sied Mehdi Fakhraie +1 more
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Battery-like artificial synapses
Nature Materials, 2017J. Joshua Yang, Qiangfei Xia
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All optical artificial synapses based on long-afterglow material for optical neural network
Nano Reseach, 2023Wenjie Lu +7 more
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