Novel thin-film neuromorphic devices integrating memristors and capacitors

New type of thin-film neuromorphic devices which integrate memristors and capacitors have been demonstrated. Using the dynamic behavior of memristors and capacitors circuit, we constructed the sum-of-products circuit for the continuous spike pulses. By experiments and circuit simulation, it was conf...

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Bibliographic Details
Published in2023 30th International Workshop on Active-Matrix Flatpanel Displays and Devices (AM-FPD) pp. 232 - 233
Main Authors Yachida, Kenta, Abe, Yoshiya, Sawai, Kazuki, Matsuda, Tokiyashi, Kawanishi, Hidenori, Kimura, Mutsumi
Format Conference Proceeding
LanguageEnglish
Published FTFMD 04.07.2023
Subjects
Capacitors
Circuit simulation
Integrated circuits
Membrane potentials
Memristors
Neural networks
Neuromorphics
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Summary:New type of thin-film neuromorphic devices which integrate memristors and capacitors have been demonstrated. Using the dynamic behavior of memristors and capacitors circuit, we constructed the sum-of-products circuit for the continuous spike pulses. By experiments and circuit simulation, it was confirmed that the operation of each is the same. As these behaviors are similar to changes in membrane potential, we thought that the integrated devices could be used as synapses in neural networks.